https://aicouncil.com/profile/saif-ur-rehman2025-01-13https://aicouncil.com/speakers/arnau-tibau-puig2025-12-02https://aicouncil.com/talks25/stream-processing-in-python-with-wallaroo2025-11-30https://aicouncil.com/talks-archive/high-performance-model-serving-in-python-using-bentoml2021-12-18https://aicouncil.com/speakers-archive/anil-sadineni2025-01-13https://aicouncil.com/profile/jake-thomas2024-01-31https://aicouncil.com/talks-archive/the-data-infra-behind-zillows-3x-growth-in-experiment-volume2023-02-14https://aicouncil.com/talks/track-host-data-science-ai-impact-on-life2024-01-03https://aicouncil.com/talks26/everything-everywhere-all-at-once-object-store-native2026-03-09https://aicouncil.com/talks/lazy-beats-smart-and-fast2024-01-03https://aicouncil.com/speakers/anupam-datta2025-12-02https://aicouncil.com/talks-archive/payment-fraud-in-digital-currency2019-07-31https://aicouncil.com/talks-archive/building-a-lean-ai-startup-lessons-learned2019-07-31https://aicouncil.com/speakers/william-falcon2025-12-02https://aicouncil.com/speakers/fangjin-yang2025-12-02https://aicouncil.com/speakers-archive/ashley-miller2019-12-06https://aicouncil.com/speakers/devin-petersohn2025-12-02https://aicouncil.com/speakers/joanne-chen2025-12-02https://aicouncil.com/talks25/what-makes-for-an-effective-data-practitioner-in-20242025-11-30https://aicouncil.com/speakers/nishith-agarwal2025-12-02https://aicouncil.com/talks24/transfer-learning-in-nlp-how-to-help-small-teams-account-for-small-datasets2024-01-16https://aicouncil.com/talks26/mds-party-at-the-back-notebooks-at-the-front2026-03-09https://aicouncil.com/talks26/data-at-marfeel-addressing-complexity-at-scale-with-the-latest-technologies2026-03-09https://aicouncil.com/talks/building-a-holistic-sql-chatbot-that-solves-real-problems-for-people-in-tech-and-the-business2024-01-03https://aicouncil.com/talks25/dbt-powerful-open-source-data-transformations2025-11-30https://aicouncil.com/talks-archive/building-an-end-to-end-data-stack-in-thirty-minutes2019-10-28https://aicouncil.com/talks26/privacy-techniques-for-data-science2026-03-09https://aicouncil.com/speaker-bio/laura-pruitt2019-02-25https://aicouncil.com/talks-archive/unlocking-ab-testing-for-b2b2025-02-10https://aicouncil.com/speakers/liz-bennett2025-12-02https://aicouncil.com/speakers-archive/diptanu-gon-choudhury2025-03-10https://aicouncil.com/talks24/architecting-low-latency-schema-less-sql-engine2024-01-16https://aicouncil.com/profile/mike-freedman2019-03-14https://aicouncil.com/talks26/the-data-practitioners-guide-to-data-discovery2026-03-09https://aicouncil.com/talks25/a-101-in-time-series-analytics-with-apache-arrow-pandas-and-parquet2025-11-30https://aicouncil.com/profile/ali-hamidi2019-03-14https://aicouncil.com/talks24/data-scientist-or-the-most-dangerous-job-of-the-21st-century2024-01-16https://aicouncil.com/talks25/materializedbt-streaming-for-the-modern-data-stack2025-11-30https://aicouncil.com/talks25/scaling-a-relational-database-for-the-cloud-age2025-11-30https://aicouncil.com/speakers/till-bergmann2025-12-02https://aicouncil.com/talks-0/the-agent-attack-surface-why-ai-is-breaking-software-security-as-we-know-it2026-03-14https://aicouncil.com/talks26/how-to-build-your-own-model-router2026-03-09https://aicouncil.com/talks24/the-future-of-data-science-in-the-media2024-01-16https://aicouncil.com/speakers-archive/carolyn-huangci2019-12-06https://aicouncil.com/talks/extreme-self-service-turning-data-consumers-into-data-constructors2024-01-03https://aicouncil.com/talks25/building-a-unified-feature-platform-with-duckdb-and-arrow2025-11-30https://aicouncil.com/speakers/tamas-nemeth2025-12-02https://aicouncil.com/talks26/dataops-for-business-intelligence-how-dashboards-as-code-can-help-you-develop-and-validate-your-analytics2026-03-09https://aicouncil.com/speakers/joan-viladrosa2025-12-02https://aicouncil.com/talks/taming-the-deep-learning-workflow2024-01-03https://aicouncil.com/talks26/keynote-data-meets-intelligence-where-the-data-infra-ai-stack-converge2026-03-09https://aicouncil.com/talks-0/building-a-unified-feature-platform-with-duckdb-and-arrow2024-01-08https://aicouncil.com/profile/rachel-lee-nabors2025-02-03https://aicouncil.com/speakers-archive/ryanne-dolan2024-01-27https://aicouncil.com/talks/augmented-programming2024-01-03https://aicouncil.com/profile/john-davies2019-04-08https://aicouncil.com/talks24/scaling-uber-metric-system-from-elasticsearch-to-pinot2024-01-16https://aicouncil.com/talks26/foundations-for-a-multi-modal-lakehouse-for-ai2026-03-09https://aicouncil.com/talks-archive/how-vercel-builds-dozens-of-metrics-from-one-heterogenous-table2023-01-18https://aicouncil.com/talks/improving-the-airline-boarding-process-through-deep-learning2024-01-03https://aicouncil.com/talks/the-mythical-agent-month2026-03-14https://aicouncil.com/speakers-archive/andy-pavlo2019-12-06https://aicouncil.com/talks/no-dropped-frames-designing-a-vlm-around-a-latency-budget2026-02-18https://aicouncil.com/talks24/building-data-orchestration-for-big-data-analytics-in-the-cloud2024-01-16https://aicouncil.com/talks/real-time-system-computing-engines2024-01-03https://aicouncil.com/talks/valid-inference-after-model-selection-and-the-selectiveinference-package2024-01-03https://aicouncil.com/talks-0/bridging-functions-and-functionality-how-stitch-fix-empowers-data-scientists-to-do-more-by-doing-less2022-04-29https://aicouncil.com/speakers/marck-vaisman2025-12-02https://aicouncil.com/talks/fighting-churn-with-data2024-01-03https://aicouncil.com/speakers/cl-kao2025-12-02https://aicouncil.com/profile/rick-lamers2021-12-15https://aicouncil.com/talks-archive/scaling-up-your-pandas-workflows-with-modin2021-11-03https://aicouncil.com/speaker-bio/julian-hyde2019-02-25https://aicouncil.com/talks25/welcome-to-our-data-benchmark-where-everythings-made-up-and-the-points-dont-matter2026-03-14https://aicouncil.com/talks-0/processing-geographic-data-at-internet-scale2022-04-29https://aicouncil.com/talks25/automating-modeling-pipelines2025-11-30https://aicouncil.com/talks-0/spatial-data-science-methods-for-improving-models2022-04-29https://aicouncil.com/talks-0/when-testing-in-production-is-a-good-idea2022-04-29https://aicouncil.com/talks-0/how-to-build-a-streaming-database-in-three-challenging-steps2023-01-31https://aicouncil.com/profile/john-myles-white2019-03-14https://aicouncil.com/speakers-archive/jonathan-lenaghan2019-12-06https://aicouncil.com/profile/carlos-aguilar2022-12-06https://aicouncil.com/talks26/statsig-scaling-experimentation-to-20-billion-users2026-03-09https://aicouncil.com/speakers/george-matthew2025-12-02https://aicouncil.com/speakers-archive/andreas-markmann2019-12-06https://aicouncil.com/speakers-archive/jake-brill2025-04-10https://aicouncil.com/speakers-archive/willy-lulciuc2019-12-06https://aicouncil.com/speakers/mingsheng-hong2025-12-02https://aicouncil.com/speakers/pavel-tiunov2025-12-02https://aicouncil.com/profile/vishnu-vasanth2025-02-27https://aicouncil.com/talks25/patterns-for-enriching-unbounded-data-using-apache-beam2025-11-30https://aicouncil.com/talks26/fixing-the-big-data-development-cycle-with-sql2026-03-09https://aicouncil.com/profile/aaron-richter-phd2023-01-13https://aicouncil.com/talks26/building-the-open-data-lakehouse2026-03-09https://aicouncil.com/talks24/rag-in-2025-state-of-the-art-and-the-road-forward-22026-01-12https://aicouncil.com/speakers/jonathan-roberts2025-12-02https://aicouncil.com/speakers-archive/susana-marquez2019-12-06https://aicouncil.com/speakers/bonnie-barrilleaux2025-12-02https://aicouncil.com/talks-0/the-case-for-declarative-machine-learning2022-04-29https://aicouncil.com/speakers-archive/tim-van-cann2019-12-06https://aicouncil.com/speakers/leigh-marie-braswell2025-12-02https://aicouncil.com/talks26/not-your-fathers-data-lakehouse-building-with-trino-and-iceberg2026-03-09https://aicouncil.com/profile/jonathan-roberts2019-03-14https://aicouncil.com/talks26/rikai-a-new-data-format-for-analytics-on-unstructured-data-at-scale2026-03-09https://aicouncil.com/profile/tom-nats2023-01-21https://aicouncil.com/speakers-archive/jacek-migdal2025-03-18https://aicouncil.com/speaker/oasis-data-analysis-platform-for-enterprise2021-11-03https://aicouncil.com/speakers-archive/kai-rikhye2019-12-06https://aicouncil.com/talks-0/go-to-market-data-enrichment-practical-strategies-to-drive-business-value2025-03-10https://aicouncil.com/speakers-archive/ofer-mendelevitch2024-01-04https://aicouncil.com/profile/luis-capelo2019-03-14https://aicouncil.com/talks25/creating-an-extensible-big-data-platform2025-11-30https://aicouncil.com/profile/riva-melissa-tez2019-10-28https://aicouncil.com/profile/igor-canadi2019-04-07https://aicouncil.com/speakers-archive/nuno-campos2025-03-25https://aicouncil.com/talks26/rag-in-2025-state-of-the-art-and-the-road-forward2026-03-09https://aicouncil.com/talks25/shredding-and-embedding-pdfs-for-fun-and-profit2025-11-30https://aicouncil.com/talks-archive/writing-correct-data-analysis-code2019-07-31https://aicouncil.com/talks24/introducing-pixeltable-open-source-data-infrastructure-for-multimodal-ai2025-02-10https://aicouncil.com/talks/python-over-data-lakes-declarative-environments-data-management-and-other-things-with-feathers2025-02-10https://aicouncil.com/speakers-archive/ali-hamidi2019-12-06https://aicouncil.com/talks24/urgent-help-these-pets-find-homes-working-across-teams-in-datahub2024-01-16https://aicouncil.com/talks/arguments-against-hand-labeling2024-01-03https://aicouncil.com/talks/the-modern-stack-for-ml-infrastructure2024-01-03https://aicouncil.com/speakers-archive/brian-femiano2019-12-06https://aicouncil.com/talks24/how-to-create-a-purpose-built-data-indexer2024-02-20https://aicouncil.com/talks/what-i-dont-want-to-exist-in-the-data-world-in-5-years2024-01-03https://aicouncil.com/speakers/austen-head2025-12-02https://aicouncil.com/speakers-archive/julian-hyde2019-12-06https://aicouncil.com/talks24/the-future-of-guardrails2025-02-10https://aicouncil.com/talks24/influxdb-storage-engine-internals2024-01-16https://aicouncil.com/talks/building-automated-support-at-kickstarter2024-01-03https://aicouncil.com/talks26/agents-are-eating-the-semantic-layer2026-03-14https://aicouncil.com/talks-0/behind-the-curtain-what-it-takes-to-support-the-worlds-most-popular-open-source-communities2023-01-13https://aicouncil.com/talks24/the-power-of-data-driven-storytelling2024-01-16https://aicouncil.com/talks-0/analyzing-data-in-the-cloud-is-true-privacy-and-security-possible2022-04-29https://aicouncil.com/talks-archive/balancing-broad-data-access-with-usability-at-scale2019-07-31https://aicouncil.com/talks-0/accelerating-machine-learning-with-training-data-management2022-04-29https://aicouncil.com/talks/sparklens-understanding-the-scalability-limits-of-spark-applications2024-01-03https://aicouncil.com/talks25/how-to-make-security-data-actionable-with-graph-theory2025-11-30https://aicouncil.com/speakers-archive/anitha-kannan2019-12-06https://aicouncil.com/speakers/chad-sanderson2025-12-02https://aicouncil.com/speakers-archive/heidi-razavi2019-12-06https://aicouncil.com/talks25/agentic-architecture-to-reduce-decision-paralysis2025-11-30https://aicouncil.com/talks-archive/the-future-of-business-intelligence2021-11-17https://aicouncil.com/profile/max-schmitt2026-02-18https://aicouncil.com/talks/building-a-user-level-targeting-platform2024-01-04https://aicouncil.com/profile/paul-blankley2023-03-25https://aicouncil.com/profile/alex-ratner2019-03-14https://aicouncil.com/speakers-archive/sharon-elkayam2023-01-21https://aicouncil.com/speaker-bio/nicolas-joseph2019-02-25https://aicouncil.com/talks25/billion-scale-vector-search-on-object-storage2025-11-30https://aicouncil.com/talks-0/combating-ai-bias-at-scale2022-04-29https://aicouncil.com/talks24/factory-abhay2026-03-27https://aicouncil.com/talks24/events-sourcing-with-kafka-at-scale2024-01-29https://aicouncil.com/talks-0/running-enterprise-agents-in-production-architecture-and-secure-execution-models2026-02-18https://aicouncil.com/speakers-archive/doug-daniels2019-12-06https://aicouncil.com/talks-archive/when-production-machine-learning-fails2019-07-31https://aicouncil.com/talks-archive/predicting-chaotic-systems-with-sparse-data-lessons-from-numerical-weather-prediction2019-07-31https://aicouncil.com/talks/how-to-build-a-genai-application-with-vectara-a-step-by-step-guide2024-01-03https://aicouncil.com/talks-0/meet-dbt-the-data-transformation-tool-used-by-jetblue-gitlab-wistia-and-away2022-04-29https://aicouncil.com/profile/oana-olteanu2021-10-19https://aicouncil.com/talks-0/evolution-of-data-ingestion-and-product-instrumentation-at-prezi2022-04-29https://aicouncil.com/talks-0/text-to-sql-is-not-the-answer-how-to-effectively-use-ai-for-analytics2025-02-14https://aicouncil.com/talks-0/how-spotify-distills-terabytes-of-raw-data-into-meaningful-music-recommendations2022-04-29https://aicouncil.com/talks-archive/ai-ethics-and-fairness-sf202020-02-14https://aicouncil.com/talks25/beyond-kafka-cutting-costs-and-complexity-with-warpstream-and-s32025-11-30https://aicouncil.com/talks25/the-observatorium-using-machine-learning-and-observability-together-to-reduce-incident-impact2025-11-30https://aicouncil.com/talks24/revolutionize-ai-engineering-with-autogen2025-02-10https://aicouncil.com/speaker-bio/68028349482019-02-25https://aicouncil.com/profile/shir-chorev2023-01-13https://aicouncil.com/speakers/sophia-yang2025-12-02https://aicouncil.com/talks/track-host-core-data-engineering2024-01-03https://aicouncil.com/speakers/greg-ratner2025-12-02https://aicouncil.com/talks25/an-update-on-scikit-learn2025-11-30https://aicouncil.com/talks25/federated-learning-and-analytics-at-google-and-beyond2025-11-30https://aicouncil.com/talks/production-analytics-with-a-distributed-column-store2024-01-03https://aicouncil.com/profile/alexa-garrison2025-03-31https://aicouncil.com/talks/data-contracts-in-the-modern-data-stack2024-01-03https://aicouncil.com/talks/one-explanation-does-not-fit-all-a-toolkit-and-taxonomy-of-ai-explainability-techniques2024-01-03https://aicouncil.com/profile/cl-kao2025-02-14https://aicouncil.com/blog/building-a-column-oriented-distributed-data-store-for-analytics-the-story-of-druidhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-03-30https://aicouncil.com/talks26/track-host-data-products2026-03-09https://aicouncil.com/talks/optimization-and-contextual-bandits-at-stripe2024-01-12https://aicouncil.com/talks26/get-ready-for-ml-level-up-your-data-lake-with-delta-and-lakefs2026-03-09https://aicouncil.com/talks-0/fixing-the-big-data-development-cycle-with-sql2022-04-29https://aicouncil.com/speakers-archive/lewis-hemens2019-12-06https://aicouncil.com/speakers/yaroslav-bulatov2026-02-25https://aicouncil.com/speakers-archive/dima-dzhulgakov2026-03-14https://aicouncil.com/talks/real-estate-search-engine-enhancement-using-ai-ml-5-examples2024-01-03https://aicouncil.com/talks/balancing-broad-data-access-with-usability-at-scale2024-01-03https://aicouncil.com/talks-archive/getting-real-time-when-to-move-from-batch-to-streaming-and-how-to-do-it-without-hiring-an-entirely-new-team2023-02-02https://aicouncil.com/talks-archive/scalable-and-sustainable-feature-engineering-with-hamilton2023-01-24https://aicouncil.com/speaker-bio/timo-walther2019-02-25https://aicouncil.com/talks24/why-dbt-acquired-sdf-how-a-small-team-built-true-sql-comprehension2024-03-26https://aicouncil.com/talks-0/track-host-startups-new-york-20182022-04-29https://aicouncil.com/talks-0/building-a-data-native-agent-cortex-code2026-03-27https://aicouncil.com/talks24/using-apache-spark-for-processing-trillions-of-records-each-day-at-datadog2024-01-16https://aicouncil.com/speaker-bio/duncan-watts2019-02-25https://aicouncil.com/speaker-bio/68028349582019-02-25https://aicouncil.com/talks-archive/hazardous-models-and-risk-mitigation-in-real-estate2019-07-31https://aicouncil.com/profile/robert-nishihara2019-04-12https://aicouncil.com/talks-0/bike-sharing-revenue-maximization2022-04-29https://aicouncil.com/talks26/ethical-data-acquisition-sales-in-the-ai-age2026-03-09https://aicouncil.com/talks-archive/notes-from-the-field-on-building-an-effective-ab-testing-program2023-01-31https://aicouncil.com/talks25/build-reliable-voice-agents-with-durable-execution2026-03-27https://aicouncil.com/speaker/artwork-personalization-at-netflix2021-11-03https://aicouncil.com/speakers-archive/norma-padron2019-12-06https://aicouncil.com/talks-0/building-an-open-data-lake-house-using-trino-and-apache-iceberg2023-01-21https://aicouncil.com/talks26/how-developers-should-think-about-the-emerging-ai-stack2026-03-09https://aicouncil.com/profile/ramon-gras-aloma2019-09-10https://aicouncil.com/speakers-archive/gunnar-morling2023-01-31https://aicouncil.com/speakers-archive/chris-alexiuk2026-02-18https://aicouncil.com/speakers/wes-chow2025-12-02https://aicouncil.com/talks-0/zip-codes-and-other-lies-your-map-told-you2022-04-29https://aicouncil.com/profile/baron-schwartz2019-03-14https://aicouncil.com/bay-2025https://www.datacouncil.ai/hubfs/Datacouncil25/Home/Data%20Council%20Silent%20Recap.mp4/medium.jpgData Council Silent RecapData Council Silent Recaphttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/Data%20Council%20Silent%20Recap.mp442nonohttps://www.datacouncil.ai/hubfs/zerve-white.pngzervewhitezervewhitehttps://www.datacouncil.ai/hubfs/Tom%C3%A1s%20Hernando%20Kofman.jpgTomásHernandoKofmanTomásHernandoKofmanhttps://www.datacouncil.ai/hubfs/Tobias%20Lunt.jpegTobiasLuntTobiasLunthttps://www.datacouncil.ai/hubfs/Screen%20Shot%202023-10-09%20at%2011.07.06%20AM.pngScreenShot20231009at110706AMScreenShot20231009at110706AMhttps://www.datacouncil.ai/hubfs/Zerve_Dr_Greg_Michaelson.jpegZerveDrGregMichaelsonZerveDrGregMichaelsonhttps://www.datacouncil.ai/hubfs/DSC_5036-1.jpgDSC50361DSC50361https://www.datacouncil.ai/hubfs/Diptanu%20Gon%20Choudhury-1.pngDiptanuGonChoudhury1DiptanuGonChoudhury1https://www.datacouncil.ai/hubfs/visitran.pngvisitranvisitranhttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/8i.svg8i8ihttps://www.datacouncil.ai/hubfs/Snyk-logo.pngSnyklogoSnyklogohttps://www.datacouncil.ai/hubfs/keebo-logo-white.pngkeebologowhitekeebologowhitehttps://www.datacouncil.ai/hubfs/Joseph%20Powers.jpgJosephPowersJosephPowershttps://www.datacouncil.ai/hubfs/josh-curl-1.pngjoshcurl1joshcurl1https://www.datacouncil.ai/hubfs/Sean%20Taylor.pngSeanTaylorSeanTaylorhttps://www.datacouncil.ai/hubfs/Pedram.jpgPedramPedramhttps://www.datacouncil.ai/hubfs/sumedh-sakdego..jpgsumedhsakdegosumedhsakdegohttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Canva%20images/canva-image-9.pngcanvaimage9canvaimage9https://www.datacouncil.ai/hubfs/Brenna-Buuck.webpBrennaBuuckBrennaBuuckhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-6035.jpgDataCouncil2024Day2TicoMendozaAll6035DataCouncil2024Day2TicoMendozaAll6035https://www.datacouncil.ai/hubfs/Datalinks_white%20logo.pngDatalinkswhitelogoDatalinkswhitelogohttps://www.datacouncil.ai/hubfs/Oriol_Mirosa.jpgOriolMirosaOriolMirosahttps://www.datacouncil.ai/hubfs/stefania-1.jpegstefania1stefania1https://www.datacouncil.ai/hubfs/Daniel%20Olmedilla%20(1).webpDanielOlmedilla1DanielOlmedilla1https://www.datacouncil.ai/hubfs/1542969005089.jpg15429690050891542969005089https://www.datacouncil.ai/hubfs/firebolt-white-1.pngfireboltwhite1fireboltwhite1https://www.datacouncil.ai/hubfs/swyx-ski.jpgswyxskiswyxskihttps://www.datacouncil.ai/hubfs/pydantic-1.pngpydantic1pydantic1https://www.datacouncil.ai/hubfs/Mike%20Driscoll.jpegMikeDriscollMikeDriscollhttps://www.datacouncil.ai/hubfs/Jake%20Thomas%20-%20Okta.webpJakeThomasOktaJakeThomasOktahttps://www.datacouncil.ai/hubfs/Heavybit-Logo-RGB-Light-Mono.pngHeavybitLogoRGBLightMonoHeavybitLogoRGBLightMonohttps://www.datacouncil.ai/hubfs/george%20insight.jpeggeorgeinsightgeorgeinsighthttps://www.datacouncil.ai/hubfs/niko-grupen-1.pngnikogrupen1nikogrupen1https://www.datacouncil.ai/hubfs/john-bagnall.jpgjohnbagnalljohnbagnallhttps://www.datacouncil.ai/hubfs/Willem%20Pienaar.jpgWillemPienaarWillemPienaarhttps://www.datacouncil.ai/hubfs/Sai%20Srirampur%20-%20PeerDB.webpSaiSrirampurPeerDBSaiSrirampurPeerDBhttps://www.datacouncil.ai/hubfs/nikunj-handa.jpgnikunjhandanikunjhandahttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/location.svglocationlocationhttps://www.datacouncil.ai/hubfs/Chenyu_Qiu.jpegChenyuQiuChenyuQiuhttps://www.datacouncil.ai/hubfs/Marcel%20Kornacker.jpgMarcelKornackerMarcelKornackerhttps://www.datacouncil.ai/hubfs/avo-logo%20-%20white.pngavologowhiteavologowhitehttps://www.datacouncil.ai/hubfs/ciro-greco.jpgcirogrecocirogrecohttps://www.datacouncil.ai/hubfs/montara-logo%20-%20white.pngmontaralogowhitemontaralogowhitehttps://www.datacouncil.ai/hubfs/ashwin-1.pngashwin1ashwin1https://www.datacouncil.ai/hubfs/Datacouncil25/Home/7i.svg7i7ihttps://www.datacouncil.ai/hubfs/Hamel%20H.jpegHamelHHamelHhttps://www.datacouncil.ai/hubfs/ethan-rosenthal.jpgethanrosenthalethanrosenthalhttps://www.datacouncil.ai/hubfs/Hamilton%20Ulmer-1.jpegHamiltonUlmer1HamiltonUlmer1https://www.datacouncil.ai/hubfs/David_Wilson.jpegDavidWilsonDavidWilsonhttps://www.datacouncil.ai/hubfs/cl-kao.jpgclkaoclkaohttps://www.datacouncil.ai/hubfs/naveen-rao.jpgnaveenraonaveenraohttps://www.datacouncil.ai/hubfs/erwin.pngerwinerwinhttps://www.datacouncil.ai/hubfs/wenjing-zheng.jpgwenjingzhengwenjingzhenghttps://www.datacouncil.ai/hubfs/bryan-bischof-1.jpegbryanbischof1bryanbischof1https://www.datacouncil.ai/hubfs/Julien%20LeDem%20Astronomer-1-1.pngJulienLeDemAstronomer11JulienLeDemAstronomer11https://www.datacouncil.ai/hubfs/Datacouncil25/Home/3i.svg3i3ihttps://www.datacouncil.ai/hubfs/Ofer%20Mendelevitch.webpOferMendelevitchOferMendelevitchhttps://www.datacouncil.ai/hubfs/prospective-white-1.pngprospectivewhite1prospectivewhite1https://www.datacouncil.ai/hubfs/DillonMorrison.jpegDillonMorrisonDillonMorrisonhttps://www.datacouncil.ai/hubfs/Timothy%20Chan.webpTimothyChanTimothyChanhttps://www.datacouncil.ai/hubfs/margaret-quigley.jpgmargaretquigleymargaretquigleyhttps://www.datacouncil.ai/hubfs/arvind.jpgarvindarvindhttps://www.datacouncil.ai/hubfs/jonathan-jin.jpgjonathanjinjonathanjinhttps://www.datacouncil.ai/hubfs/Roger%20Magoulas%20(1).webpRogerMagoulas1RogerMagoulas1https://www.datacouncil.ai/hubfs/5IFL2LJO_400x400.jpg5IFL2LJO400x4005IFL2LJO400x400https://www.datacouncil.ai/hubfs/Ethan%20Brown-1.jpegEthanBrown1EthanBrown1https://www.datacouncil.ai/hubfs/ravin-kumar.jpgravinkumarravinkumarhttps://www.datacouncil.ai/hubfs/DSC_6671.jpgDSC6671DSC6671https://www.datacouncil.ai/hubfs/DSC_4716-2.jpgDSC47162DSC47162https://www.datacouncil.ai/hubfs/natacha-crooks.jpegnatachacrooksnatachacrookshttps://www.datacouncil.ai/hubfs/e6-data.pnge6datae6datahttps://www.datacouncil.ai/hubfs/chenggang-wu.jpgchenggangwuchenggangwuhttps://www.datacouncil.ai/hubfs/DSC_6823.jpgDSC6823DSC6823https://www.datacouncil.ai/hubfs/Gleb%20Mezhanskiy.jpegGlebMezhanskiyGlebMezhanskiyhttps://www.datacouncil.ai/hubfs/jesus-camacho-1.jpgjesuscamacho1jesuscamacho1https://www.datacouncil.ai/hubfs/MADISON_FAULKNER_New-1.jpegMADISONFAULKNERNew1MADISONFAULKNERNew1https://www.datacouncil.ai/hubfs/sharon-zhou.pngsharonzhousharonzhouhttps://www.datacouncil.ai/hubfs/Carlos%20Aguilar-1.pngCarlosAguilar1CarlosAguilar1https://www.datacouncil.ai/hubfs/nuno-campos.jpegnunocamposnunocamposhttps://www.datacouncil.ai/hubfs/martin-casado.jpgmartincasadomartincasadohttps://www.datacouncil.ai/hubfs/Your%20paragraph%20text%20(500%20x%20250%20px)-1.pngYourparagraphtext500x250px1Yourparagraphtext500x250px1https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5855.jpgDataCouncil2024Day2TicoMendoza5855DataCouncil2024Day2TicoMendoza5855https://www.datacouncil.ai/hubfs/datahub.pngdatahubdatahubhttps://www.datacouncil.ai/hubfs/Dhruv%20Singh.webpDhruvSinghDhruvSinghhttps://www.datacouncil.ai/hubfs/paradime-white.pngparadimewhiteparadimewhitehttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/2.svg22https://www.datacouncil.ai/hubfs/skyler-thomas-1.pngskylerthomas1skylerthomas1https://www.datacouncil.ai/hubfs/karen-hsieh.jpegkarenhsiehkarenhsiehhttps://www.datacouncil.ai/hubfs/acryl-data-1.pngacryldata1acryldata1https://www.datacouncil.ai/hubfs/cole-bowden.jpgcolebowdencolebowdenhttps://www.datacouncil.ai/hubfs/oakland-2.jpegoakland2oakland2https://www.datacouncil.ai/hubfs/Hannes%20Muhleisen%20DuckDB%2001.jpgHannesMuhleisenDuckDB01HannesMuhleisenDuckDB01https://www.datacouncil.ai/hubfs/aaron-katz.jpgaaronkatzaaronkatzhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-4723.jpgDataCouncil2024Day2TicoMendozaAll4723DataCouncil2024Day2TicoMendozaAll4723https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-3-Tico-Mendoza--6573.jpgDataCouncil2024Day3TicoMendoza6573DataCouncil2024Day3TicoMendoza6573https://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--4278.jpgDataCouncil2024TicoMendoza4278DataCouncil2024TicoMendoza4278https://www.datacouncil.ai/hubfs/Doron%20Porat-1.jpegDoronPorat1DoronPorat1https://www.datacouncil.ai/hubfs/Datacouncil25/Home/4i.svg4i4ihttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/Oakland%20Guide%20Icon.svgOaklandGuideIconOaklandGuideIconhttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/6i.svg6i6ihttps://www.datacouncil.ai/hubfs/sigma-computing-white.pngsigmacomputingwhitesigmacomputingwhitehttps://www.datacouncil.ai/hubfs/david-karam.jpgdavidkaramdavidkaramhttps://www.datacouncil.ai/hubfs/Michael%20Cohen.jpegMichaelCohenMichaelCohenhttps://www.datacouncil.ai/hubfs/dadi-montara.jpegdadimontaradadimontarahttps://www.datacouncil.ai/hubfs/Datacouncil25/google-cloud.pnggooglecloudgooglecloudhttps://www.datacouncil.ai/hubfs/Simon%20H%C3%B8rup%20Eskildsen-2.jpgSimonHørupEskildsen2SimonHørupEskildsen2https://www.datacouncil.ai/hubfs/dragonfly-db.pngdragonflydbdragonflydbhttps://www.datacouncil.ai/hubfs/hardik-shah-1.pnghardikshah1hardikshah1https://www.datacouncil.ai/hubfs/Elias_DeFaria_SDFLabs.jpgEliasDeFariaSDFLabsEliasDeFariaSDFLabshttps://www.datacouncil.ai/hubfs/oakland-6.jpegoakland6oakland6https://www.datacouncil.ai/hubfs/Mitul%20Tiwari.pngMitulTiwariMitulTiwarihttps://www.datacouncil.ai/hubfs/BEST-Front-Page-1300x662-2.webpBESTFrontPage1300x6622BESTFrontPage1300x6622https://www.datacouncil.ai/hubfs/nathan-sooter.jpgnathansooternathansooterhttps://www.datacouncil.ai/hubfs/alexy-khrabrov.jpgalexykhrabrovalexykhrabrovhttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/Group%201.svgGroup1Group1https://www.datacouncil.ai/hubfs/e6data_Vishnu.jpege6dataVishnue6dataVishnuhttps://www.datacouncil.ai/hubfs/Tengyu%20Ma.jpgTengyuMaTengyuMahttps://www.datacouncil.ai/hubfs/Ganesh-Ramanarayanan.jpgGaneshRamanarayananGaneshRamanarayananhttps://www.datacouncil.ai/hubfs/issac-roth.jpgissacrothissacrothhttps://www.datacouncil.ai/hubfs/Lloyd-Tabb.jpegLloydTabbLloydTabbhttps://www.datacouncil.ai/hubfs/avipress.jpegavipressavipresshttps://www.datacouncil.ai/hubfs/5-Mar-17-2025-05-41-38-0572-PM.png5Mar1720250541380572PM5Mar1720250541380572PMhttps://www.datacouncil.ai/hubfs/Alexa%20Garrison-1.jpegAlexaGarrison1AlexaGarrison1https://www.datacouncil.ai/hubfs/vignesh-chandramohan.jpgvigneshchandramohanvigneshchandramohanhttps://www.datacouncil.ai/hubfs/4-Mar-17-2025-05-41-11-7176-PM.png4Mar1720250541117176PM4Mar1720250541117176PMhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--2558.jpgDataCouncil2024TicoMendoza2558DataCouncil2024TicoMendoza2558https://www.datacouncil.ai/hubfs/ori-montara.jpegorimontaraorimontarahttps://www.datacouncil.ai/hubfs/tigris-logo.pngtigrislogotigrislogohttps://www.datacouncil.ai/hubfs/Oakland-1.jpegOakland1Oakland1https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5882-2.jpgDataCouncil2024Day2TicoMendoza58822DataCouncil2024Day2TicoMendoza58822https://www.datacouncil.ai/hubfs/steep-logo-white.pngsteeplogowhitesteeplogowhitehttps://www.datacouncil.ai/hubfs/Eno%20Reyes.jpgEnoReyesEnoReyeshttps://www.datacouncil.ai/hubfs/rui-lopes-1.pngruilopes1ruilopes1https://www.datacouncil.ai/hubfs/Julian%20Hyde%20Apache.pngJulianHydeApacheJulianHydeApachehttps://www.datacouncil.ai/hubfs/Franck%20Pachot-1.jpegFranckPachot1FranckPachot1https://www.datacouncil.ai/hubfs/Parham%20Parvizi.jpegParhamParviziParhamParvizihttps://www.datacouncil.ai/hubfs/Skip-everling.jpegSkipeverlingSkipeverlinghttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/Group%20124.svgGroup124Group124https://www.datacouncil.ai/hubfs/michele.pngmichelemichelehttps://www.datacouncil.ai/hubfs/jake-brill.jpgjakebrilljakebrillhttps://www.datacouncil.ai/hubfs/SigmaComputing_dylanperezneider.jpegSigmaComputingdylanperezneiderSigmaComputingdylanperezneiderhttps://www.datacouncil.ai/hubfs/Scott%20B-1.pngScottB1ScottB1https://www.datacouncil.ai/hubfs/vectara-logo-mesh-dark@2x.pngvectaralogomeshdark2xvectaralogomeshdark2xhttps://www.datacouncil.ai/hubfs/Pydantic_SamuelColvin.jpegPydanticSamuelColvinPydanticSamuelColvinhttps://www.datacouncil.ai/hubfs/Saif%20Ur-Rehman.jpgSaifUrRehmanSaifUrRehmanhttps://www.datacouncil.ai/hubfs/han-lee.jpghanleehanleehttps://www.datacouncil.ai/hubfs/denis-yarats.jpgdenisyaratsdenisyaratshttps://www.datacouncil.ai/hubfs/Maggie-1.pngMaggie1Maggie1https://www.datacouncil.ai/hubfs/Datacouncil25/Home/Frame%20277.svgFrame277Frame277https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-6136-1.jpgDataCouncil2024Day2TicoMendozaAll61361DataCouncil2024Day2TicoMendozaAll61361https://www.datacouncil.ai/hubfs/Datacouncil25/Home/date.svgdatedatehttps://www.datacouncil.ai/hubfs/Snowflake-Logo-White.webpSnowflakeLogoWhiteSnowflakeLogoWhitehttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/9i.svg9i9ihttps://www.datacouncil.ai/hubfs/pixeltable-white.pngpixeltablewhitepixeltablewhitehttps://www.datacouncil.ai/hubfs/onehouse_logohorizontal_bw_white.pngonehouselogohorizontalbwwhiteonehouselogohorizontalbwwhitehttps://www.datacouncil.ai/hubfs/hadley-wickham.jpghadleywickhamhadleywickhamhttps://www.datacouncil.ai/hubfs/dlt-white.pngdltwhitedltwhitehttps://www.datacouncil.ai/hubfs/espresso-ai%20(new).pngespressoainewespressoainewhttps://www.datacouncil.ai/hubfs/RachadAlao0150%20(1).jpegRachadAlao01501RachadAlao01501https://www.datacouncil.ai/hubfs/Tristan%20Zajonc%20%20.jpegTristanZajoncTristanZajonchttps://www.datacouncil.ai/hubfs/jacob-matson.webpjacobmatsonjacobmatsonhttps://www.datacouncil.ai/hubfs/embucket-2.pngembucket2embucket2https://www.datacouncil.ai/hubfs/e6data_sudarsan.jpege6datasudarsane6datasudarsanhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3988.jpgDataCouncil2024TicoMendoza3988DataCouncil2024TicoMendoza3988https://www.datacouncil.ai/hubfs/motherduck-logo.pngmotherducklogomotherducklogohttps://www.datacouncil.ai/hubfs/1687144792827.jpeg16871447928271687144792827https://www.datacouncil.ai/hubfs/paigebailey-1.pngpaigebailey1paigebailey1https://www.datacouncil.ai/hubfs/mickey-liu.pngmickeyliumickeyliuhttps://www.datacouncil.ai/hubfs/tanyabragin-1.pngtanyabragin1tanyabragin1https://www.datacouncil.ai/hubfs/fivetran-logo-blue-rgb-2021-08-03%20-%20Edited.pngfivetranlogobluergb20210803Editedfivetranlogobluergb20210803Editedhttps://www.datacouncil.ai/hubfs/darlene-volas-1.jpegdarlenevolas1darlenevolas1https://www.datacouncil.ai/hubfs/kolena-logo-white.pngkolenalogowhitekolenalogowhitehttps://www.datacouncil.ai/hubfs/yusuf.jpgyusufyusufhttps://www.datacouncil.ai/hubfs/unnamed-1.jpegunnamed1unnamed1https://www.datacouncil.ai/hubfs/Anant%20Agarwal.jpgAnantAgarwalAnantAgarwalhttps://www.datacouncil.ai/hubfs/joseph-gonzalez-1.jpgjosephgonzalez1josephgonzalez1https://www.datacouncil.ai/hubfs/rachel-nabors.jpgrachelnaborsrachelnaborshttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/ai.svgaiaihttps://www.datacouncil.ai/hubfs/Marck%20Vaisman%20-%20Microsoft.webpMarckVaismanMicrosoftMarckVaismanMicrosofthttps://www.datacouncil.ai/hubfs/shreya-rajpal.jpgshreyarajpalshreyarajpalhttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/5i.svg5i5ihttps://www.datacouncil.ai/hubfs/jonathan-mortensen.jpgjonathanmortensenjonathanmortensenhttps://www.datacouncil.ai/hubfs/Anil%20Sadineni-1.pngAnilSadineni1AnilSadineni1https://www.datacouncil.ai/hubfs/oakland-3.jpegoakland3oakland3https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--4811.jpgDataCouncil2024Day2TicoMendoza4811DataCouncil2024Day2TicoMendoza4811https://www.datacouncil.ai/hubfs/Datacouncil25/Home/Group%20132.svgGroup132Group132https://www.datacouncil.ai/hubfs/oakland-4.jpegoakland4oakland4https://www.datacouncil.ai/hubfs/Charles%20Frye.pngCharlesFryeCharlesFryehttps://www.datacouncil.ai/hubfs/marco-slot.jpegmarcoslotmarcoslothttps://www.datacouncil.ai/hubfs/Data%20Council/Speakers/Web%20Optimized/Sean%20Anderson.jpgSeanAndersonSeanAndersonhttps://www.datacouncil.ai/hubfs/Paul%20Dix.jpegPaulDixPaulDixhttps://www.datacouncil.ai/hubfs/George%20Fraser.webpGeorgeFraserGeorgeFraserhttps://www.datacouncil.ai/hubfs/Colleen%20Tartow.webpColleenTartowColleenTartowhttps://www.datacouncil.ai/hubfs/ryan-blue.jpgryanblueryanbluehttps://www.datacouncil.ai/hubfs/Lindsay%20Murphy.webpLindsayMurphyLindsayMurphyhttps://www.datacouncil.ai/hubfs/plotly-logo.pngplotlylogoplotlylogo2026-02-01https://aicouncil.com/speaker/building-etl-infrastructure-that-analysts-love2021-11-03https://aicouncil.com/talks25/news-in-the-age-of-algorithmic-recommendation2025-11-30https://aicouncil.com/speakers/andrea-spina2025-12-02https://aicouncil.com/talks-archive/extract-tiered-transform-load-a-pipeline-for-a-modular-scalable-and-observable-internal-analytics-platform2019-07-31https://aicouncil.com/speakers-archive/matt-helm2024-01-04https://aicouncil.com/profile/marc-ferradou2019-10-10https://aicouncil.com/profile/ahmad-khan2023-03-09https://aicouncil.com/talks/data-should-be-invisible2025-03-05https://aicouncil.com/profile/miriah-peterson2024-01-26https://aicouncil.com/speaker-bio/shubha-nabar2019-02-25https://aicouncil.com/practical-lessons-for-building-machine-learning-models-in-productionhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Sharath_Rao_Instacart_DataEngConf.pngSharathRaoInstacartDataEngConfSharathRaoInstacartDataEngConfhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-09-20https://aicouncil.com/profile/ethan-guo-yihua2019-03-14https://aicouncil.com/talks25/transfer-learning-in-nlp-how-to-help-small-teams-account-for-small-datasets2025-11-30https://aicouncil.com/talks/designing-engineering-a-viral-multi-model-ai-workflow-from-prototype-to-300k-users-in-two-weeks2025-03-10https://aicouncil.com/talks/scalable-data-ingestion-architecture-using-airflow-and-spark2024-01-03https://aicouncil.com/talks26/the-life-changing-magic-of-data-governance2026-03-09https://aicouncil.com/talks/deploying-data-science-for-distribution-of-the-new-york-times2024-01-03https://aicouncil.com/speaker-bio/shruti-gandhi2019-02-25https://aicouncil.com/talks-archive/how-to-change-a-city-with-data-science2019-07-31https://aicouncil.com/talks-archive/translating-source-code-into-natural-language-with-ai2019-07-31https://aicouncil.com/talks25/operating-multi-tenant-kafka-services-for-developers-on-heroku2025-11-30https://aicouncil.com/talks24/using-embeddings-to-understand-the-evolution-of-data-science-skill-sets2024-01-16https://aicouncil.com/talks-0/knowledge-engineering2026-03-14https://aicouncil.com/talks24/weld-accelerating-data-science-by-100x2024-01-16https://aicouncil.com/profile/rigel-swavely2019-03-14https://aicouncil.com/speakers/austin-wilt2025-12-02https://aicouncil.com/talks26/cloud-based-practices-for-effective-data-science-at-scale2026-03-09https://aicouncil.com/speakers-archive/avrilia-floratou2019-12-06https://aicouncil.com/talks24/systematic-llm-prompt-optimization-with-dspy-and-databricks2026-03-27https://aicouncil.com/talks/making-decisions-in-high-dimensions2024-01-03https://aicouncil.com/speakers-archive/dan-mejia2024-03-07https://aicouncil.com/speaker/accelerating-single-cell-bioinformatics-with-n-dimensional-arrays-in-the-cloud2021-11-03https://aicouncil.com/profile/schaun-wheeler2024-03-19https://aicouncil.com/talks25/building-a-music-analytics-pipeline-at-pandora2025-11-30https://aicouncil.com/speakers/elias-bareinboim2025-12-02https://aicouncil.com/blog/nlp-heroes-pinot-data-testing-and-more-top-10-linkshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20November%202020.jpegTop10featuredimageNovember2020Top10featuredimageNovember20202020-11-26https://aicouncil.com/speakers/dadi-atar2025-12-02https://aicouncil.com/talks26/ai-your-way-with-all-in-one-access2026-03-09https://aicouncil.com/speakers-archive/kanishk-mittal2026-03-31https://aicouncil.com/talks/beyond-kafka-cutting-costs-and-complexity-with-warpstream-and-s32024-02-20https://aicouncil.com/talks-archive/empowering-customer-facing-teams-with-voice-based-ai2019-10-22https://aicouncil.com/speakers-archive/dash-desai2023-12-21https://aicouncil.com/talks/timescaledb-rearchitecting-a-sql-database-for-time-series-data2024-01-03https://aicouncil.com/speakers/nicholas-handel2025-12-02https://aicouncil.com/talks/how-data-is-transforming-politics2024-01-03https://aicouncil.com/talks-archive/towards-human-ai-teaming-intelligence-ecosystems-to-tackle-high-stakes-use-cases2021-11-17https://aicouncil.com/talks24/statistical-aspects-of-distributed-tracing2024-01-16https://aicouncil.com/talks-archive/active-learning-why-smart-labeling-is-the-future-of-data-annotation2019-07-31https://aicouncil.com/profile/ian-nowland2019-09-20https://aicouncil.com/speakers-archive/james-faghmous2019-12-06https://aicouncil.com/talks-0/why-when-how-lessons-learned-in-applying-deep-learning-to-real-world-problems2022-04-29https://aicouncil.com/talks25/how-engineer-angels-evaluate-data-oriented-companies2025-11-30https://aicouncil.com/speakers-archive/tom%C3%A1s-kofman2025-03-06https://aicouncil.com/talks25/intelligent-orchestration-datas-missing-link2025-11-30https://aicouncil.com/talks-0/building-data-tools-that-work2022-04-29https://aicouncil.com/speakers/jason-ganetsky2025-12-02https://aicouncil.com/talks/hazardous-models-and-risk-mitigation-in-real-estate2024-01-03https://aicouncil.com/talks-archive/trinity-training-a-400b-moe-from-scratch-without-losing-your-mind2026-02-18https://aicouncil.com/speakers-archive/caitlin-colgrove2021-10-20https://aicouncil.com/speakers/tao-feng2025-12-02https://aicouncil.com/talks26/the-ai-data-scientist-isnt-a-software-engineer2026-03-09https://aicouncil.com/talks/bridging-the-ai-implementation-gap-strategies-for-embedding-data-professionals-with-business-units2025-03-06https://aicouncil.com/profile/paul-singman2022-02-24https://aicouncil.com/talks-0/split-learning-a-resource-efficient-distributed-deep-learning-method-without-sensitive-data-sharing2022-04-29https://aicouncil.com/talks25/designing-for-intelligence-at-github-next-patterns-and-practices-for-making-ai-powered-products2025-11-30https://aicouncil.com/talks24/the-power-of-low-latency-data-for-ai-apps2025-03-25https://aicouncil.com/talks-archive/the-first-data-hires-guide-to-the-modern-data-stack2023-01-21https://aicouncil.com/talks26/5-lessons-from-the-classroom-for-evaluating-agents2026-03-14https://aicouncil.com/profile/erick-enriquez2024-03-19https://aicouncil.com/talks-archive/etl-with-change-data-capture-in-30-minutes2023-01-31https://aicouncil.com/speakers-archive/alexandru-cristu2024-03-19https://aicouncil.com/speakers/ben-davis2025-12-02https://aicouncil.com/speakers-archive/zhamak-dehghani2024-01-17https://aicouncil.com/speakers-archive/agata-lapedriza2019-12-06https://aicouncil.com/speaker/track-host-data-products2021-11-03https://aicouncil.com/talks25/data-contracts-in-the-modern-data-stack2025-11-30https://aicouncil.com/talks-archive/the-story-of-devrel-at-snowflake-how-we-got-here2023-01-31https://aicouncil.com/talks/architecting-low-latency-schema-less-sql-engine2024-01-03https://aicouncil.com/talks-0/failure-is-a-funnel2025-02-10https://aicouncil.com/speakers-archive/michael-cohen2025-02-14https://aicouncil.com/speakers-archive/jordi-vitria2019-12-06https://aicouncil.com/talks25/the-road-to-exceptional-data-correctness2025-11-30https://aicouncil.com/talks-0/data-modeling-and-processing-for-a-travel-super-app2022-04-29https://aicouncil.com/talks24/no-dropped-frames-designing-a-vlm-around-a-latency-budget2026-02-18https://aicouncil.com/talks26/scaling-data-products-under-startup-constraints-a-case-study-of-ml-bias-testing2026-03-09https://aicouncil.com/talks-archive/marquez-a-metadata-service-for-data-abstraction-data-lineage-and-event-based-triggers2019-07-31https://aicouncil.com/speakers/jesus-camacho2025-12-02https://aicouncil.com/speaker-bio/67404343482019-02-25https://aicouncil.com/talks/generative-ai-for-product-builders2024-01-03https://aicouncil.com/speaker-bio/polong-lin2019-02-25https://aicouncil.com/talks24/towards-human-ai-teaming-intelligence-ecosystems-to-tackle-high-stakes-use-cases2024-01-16https://aicouncil.com/talks25/typesafe-ai2026-03-31https://aicouncil.com/talks-0/multi-modal-compute-for-data-analytics2025-02-10https://aicouncil.com/speakers/yevgeny-pats2025-12-02https://aicouncil.com/speakers/ashish-dubey2025-12-02https://aicouncil.com/profile/gayathri-venkatesan2019-07-15https://aicouncil.com/speakers-archive/alice-leach2023-01-26https://aicouncil.com/speakers/erik-bernhardsson2025-12-02https://aicouncil.com/talks/the-life-changing-magic-of-data-governance2024-01-03https://aicouncil.com/speaker-bio/mohammad-shahangian2019-02-25https://aicouncil.com/profile/barry-mccardel2023-03-09https://aicouncil.com/talks/rethinking-transportation-in-cities-making-traffic-smarter-through-optimization-and-location-intelligence2024-01-03https://aicouncil.com/talks26/building-real-time-data-pipelines-made-easy-with-structured-streaming-in-apache-spark2026-03-09https://aicouncil.com/talks-0/processing-trillions-of-records-at-okta-with-mini-serverless-databases2024-01-31https://aicouncil.com/talks24/how-to-build-a-responsible-ai-practice2024-01-16https://aicouncil.com/talks26/dj-patil-keynote2026-03-09https://aicouncil.com/talks25/causal-data-science-and-modeling2025-11-30https://aicouncil.com/speakers/marta-paes2025-12-02https://aicouncil.com/speakers/kshitij-grover2026-02-18https://aicouncil.com/talks-0/creating-the-right-developer-community-for-your-company2023-01-13https://aicouncil.com/talks25/bighead-airbnbs-end-to-end-machine-learning-platform2025-11-30https://aicouncil.com/talks26/building-a-holistic-sql-chatbot-that-solves-real-problems-for-people-in-tech-and-the-business2026-03-09https://aicouncil.com/speakers/andrew-zigler2026-03-14https://aicouncil.com/talks/unbundling-of-the-cloud-data-warehouse2025-02-10https://aicouncil.com/speakers/jordi-mir%C3%B3-bruix2025-12-02https://aicouncil.com/talks26/accelerate-source-to-signal-data-engineering-efficiency2026-03-09https://aicouncil.com/talks25/ai-attribution-measuring-what-ai-actually-did2026-03-14https://aicouncil.com/profile/rupa-parameswaran2019-04-07https://aicouncil.com/talks25/rags-to-riches-engineering-the-future-of-llm-systems2025-11-30https://aicouncil.com/speakers-archive/marek-galovic2025-03-18https://aicouncil.com/speakers-archive/piotr-migdal2025-03-18https://aicouncil.com/profile/raffi-krikorian2019-03-14https://aicouncil.com/speakers-archive/emmanuel-ameise2024-01-26https://aicouncil.com/speakers-archive/amber-roberts2024-02-07https://aicouncil.com/talks/huggingface-ray-air-integration-a-python-developers-guide-to-scaling-transformers2024-01-03https://aicouncil.com/profile/hamilton-ulmer2025-01-23https://aicouncil.com/speakers/ahmad-khan2025-12-02https://aicouncil.com/talks26/sail-research2026-03-09https://aicouncil.com/speakers-archive/sean-anderson2019-12-06https://aicouncil.com/talks26/publishing-jupyter-notebooks-with-quarto2026-03-09https://aicouncil.com/talks24/lessons-learned-optimizing-nosql-for-apache-spark2024-01-16https://aicouncil.com/talks/stop-looking-for-ai-spending-caps2026-02-25https://aicouncil.com/talks26/the-design-of-systems-for-real-time-prediction-serving2026-03-09https://aicouncil.com/talks24/scaling-data-science2024-01-16https://aicouncil.com/talks/building-bots-building-blocks-how-forbes-experiments-evaluates-and-kills-data-driven-bots2024-01-03https://aicouncil.com/talks-archive/ai-monitoring-and-explainability-the-critical-hidden-connection2021-11-24https://aicouncil.com/talks-archive/oasis-data-analysis-platform-for-enterprise2019-07-31https://aicouncil.com/talks-archive/ai-launchpad-2025-mooncake-labs2025-03-18https://aicouncil.com/profile/benny-chen2026-03-14https://aicouncil.com/talks26/trillion-is-the-new-billion-managing-really-large-multimodal-datasets-for-ai2026-03-14https://aicouncil.com/talks-0/ray-for-reinforcement-learning2022-04-29https://aicouncil.com/speakers-archive/joseph-gonzalez2019-12-06https://aicouncil.com/intermediate-pandas-workshophttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Ivan_Corneillet.jpgIvanCorneilletIvanCorneillet2017-04-04https://aicouncil.com/talks-archive/twitter-heron-the-path-towards-elastic-streaming2019-07-31https://aicouncil.com/profile/jackson-argo2019-09-10https://aicouncil.com/talks24/unbundling-of-the-cloud-data-warehouse2025-02-10https://aicouncil.com/speakers-archive/jerome-nilmeier2019-12-06https://aicouncil.com/talks26/future-of-data-science-nyc192026-03-09https://aicouncil.com/talks-0/building-bots-building-blocks-how-forbes-experiments-evaluates-and-kills-data-driven-bots2022-04-29https://aicouncil.com/speakers/marco-slot2025-12-02https://aicouncil.com/talks26/using-embeddings-to-understand-the-evolution-of-data-science-skill-sets2026-03-09https://aicouncil.com/speakers/jordan-volz2025-12-02https://aicouncil.com/talks24/predicting-chaotic-systems-with-sparse-data-lessons-from-numerical-weather-prediction2024-01-16https://aicouncil.com/talks24/from-flat-files-to-deconstructed-database-the-evolution-and-future-of-the-big-data-ecosystem2024-01-16https://aicouncil.com/talks/building-data-tools-that-work2024-01-03https://aicouncil.com/talks24/a-view-from-apache-flink-on-evolution-and-outlooks-for-the-modern-stateful-stream-processor2024-01-16https://aicouncil.com/talks-0/data-lineage-with-apache-airflow-using-openlineage2022-04-29https://aicouncil.com/speaker/computer-vision-ai-to-disrupt-digital-advertising2021-11-03https://aicouncil.com/talks-archive/data-lake-cdc-are-we-there-yet2026-02-18https://aicouncil.com/talks25/rethinking-orchestration-as-reconciliation-software-defined-assets-in-dagster2025-11-30https://aicouncil.com/talks25/how-to-ensure-your-model-does-not-drift-from-human-in-the-loop-concept-to-building-fully-adaptive-ml-models-using-crowdsourcing2025-11-30https://aicouncil.com/talks-archive/python-over-data-lakes-declarative-environments-data-management-and-other-things-with-feathers2025-02-10https://aicouncil.com/talks-0/extinguishing-the-garbage-fire-of-ml-testing2023-01-13https://aicouncil.com/speakers-archive/andy-eschbacher2019-12-06https://aicouncil.com/speakers-archive/bonnie-barrilleaux2019-12-06https://aicouncil.com/talks26/presto-optimizing-performance-of-sql-on-anything2026-03-09https://aicouncil.com/talks25/how-spotify-distills-terabytes-of-raw-data-into-meaningful-music-recommendations2025-11-30https://aicouncil.com/track-hostshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/RobertWinslow.pngRobertWinslowRobertWinslowhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Track%20Hosts/Sasha%20Ovsankin.pngSashaOvsankinSashaOvsankinhttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Melanie%20Goetz.pngMelanieGoetzMelanieGoetzhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/MB-BG.pngMBBGMBBGhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-03-19https://aicouncil.com/talks25/panel-data-lineage-weve-come-a-long-way2025-11-30https://aicouncil.com/talks26/an-open-semantic-layer-with-cube2026-03-09https://aicouncil.com/talks25/introducing-switch-a-framework-for-custom-data-applications2025-11-30https://aicouncil.com/talks25/failure-is-a-funnel2025-11-30https://aicouncil.com/talks26/the-skys-the-limit-re-the-next-10-years-of-data-infra-on-clouds2026-03-09https://aicouncil.com/talks26/production-analytics-with-a-distributed-column-store2026-03-09https://aicouncil.com/speakers/katie-bauer2025-12-02https://aicouncil.com/speaker-bio/matei-zaharia2019-02-25https://aicouncil.com/talks26/training-data-preparation-for-netflix-personalization2026-03-09https://aicouncil.com/speakers/jake-brill2025-12-02https://aicouncil.com/talks26/split-learning-a-resource-efficient-distributed-deep-learning-method-without-sensitive-data-sharing2026-03-09https://aicouncil.com/talks-archive/case-studies-from-a-methodologist-on-an-experimentation-platform2024-01-04https://aicouncil.com/speakers/lloyd-danzig2025-12-02https://aicouncil.com/talks26/beyond-kafka-cutting-costs-and-complexity-with-warpstream-and-s32026-03-09https://aicouncil.com/talks/eval-agents-how-to-solve-error-cascades-in-agents2025-02-20https://aicouncil.com/talks-archive/building-a-recursive-bigquery-mapper2019-07-31https://aicouncil.com/talks26/huggingface-ray-air-integration-a-python-developers-guide-to-scaling-transformers2026-03-09https://aicouncil.com/speakers-archive/nikhil-benesch2026-02-18https://aicouncil.com/talks-archivehttps://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/bg2.jpgbg2bg2https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2019-07-31https://aicouncil.com/talks25/empower-and-elevate-integrating-veteran-leadership-with-veteran-individual-contributors-to-drive-data-maturity-and-company-success2025-11-30https://aicouncil.com/talks-archive/no-dropped-frames-designing-a-vlm-around-a-latency-budget2026-02-18https://aicouncil.com/talks-archive/agentic-architecture-to-reduce-decision-paralysis2024-03-14https://aicouncil.com/talks-archive/modern-data-management-how-to-set-your-data-team-up-for-success2023-01-31https://aicouncil.com/talks/data-reliability-engineering-a-new-approach-to-data-quality2024-01-03https://aicouncil.com/speakers/rui-lopes2025-12-02https://aicouncil.com/talks/chaos-by-design-solving-the-unsolvable-ai-agent-testing-problem2025-03-20https://aicouncil.com/speakers/sam-stokes2025-12-02https://aicouncil.com/talks-0/the-end-of-history-convergence-of-batch-and-realtime-data-technologies2023-02-14https://aicouncil.com/talks26/no-more-bs-how-and-when-to-really-leverage-ai2026-03-09https://aicouncil.com/talks/the-art-of-data-reimagining-creative-processes-with-data-culture2025-02-14https://aicouncil.com/talks-archive/computer-vision-in-space2019-07-31https://aicouncil.com/talks25/agents-are-eating-the-semantic-layer2026-03-14https://aicouncil.com/talks-archive/super-secret-next-big-thing-for-duckdb2026-02-25https://aicouncil.com/talks-archive/delivering-ml-models-the-safe-and-sane-way2019-07-31https://aicouncil.com/talks26/cockroachdb-architecture-of-a-geo-distributed-sql-database2026-03-09https://aicouncil.com/talks25/macrobase-a-search-engine-for-fast-data-streams2025-11-30https://aicouncil.com/speaker-bio/alp-kucukelbir2019-02-25https://aicouncil.com/profile/beto-ferreira-de-almeida2025-03-05https://aicouncil.com/talks/ai-launchpad-2025-tower2025-03-18https://aicouncil.com/talks/enabling-data-centric-solutions-through-modern-schema-management2024-01-27https://aicouncil.com/talks-0/the-data-practitioners-guide-to-data-discovery2022-04-29https://aicouncil.com/talks25/video-understanding-at-scale-deep-learning-in-a-serverless-infrastructure2025-11-30https://aicouncil.com/talks26/the-open-layer-how-open-models-routing-and-inference-are-reshaping-agentic-engineering2026-03-14https://aicouncil.com/talks/track-host-data-science-ai-impact-on-business2024-01-03https://aicouncil.com/talks24/the-mythical-agent-month2026-03-14https://aicouncil.com/talks/the-limitations-of-big-data-in-predictive-analytics2024-01-03https://aicouncil.com/speakers/stas-kelvich2026-03-14https://aicouncil.com/speaker/timescaledb-rearchitecting-a-sql-database-for-time-series-data2021-11-03https://aicouncil.com/talks-archive/llm-observability-and-evaluations2024-02-07https://aicouncil.com/speakers-archive/juliet-hougland2019-12-06https://aicouncil.com/profile/miguel-alvarez2019-09-11https://aicouncil.com/talks-archive/dj-patil-keynote2023-02-24https://aicouncil.com/speaker/building-21st-century-data-science-and-data-engineering-teams2021-11-03https://aicouncil.com/talks/the-data-practitioners-guide-to-data-discovery2024-01-03https://aicouncil.com/talks24/how-to-align-ai-capabilities-with-product-strategy-so-you-can-innovate2024-01-16https://aicouncil.com/talks24/track-host-core-data-engineering2024-01-16https://aicouncil.com/talks-0/how-to-ensure-your-model-does-not-drift-from-human-in-the-loop-concept-to-building-fully-adaptive-ml-models-using-crowdsourcing2023-02-05https://aicouncil.com/speakers-archive/sean-hughes2026-03-14https://aicouncil.com/talks25/humanizing-data-architecture-how-design-thinking-transforms-data-strategy2025-11-30https://aicouncil.com/talks-0/real-time-system-computing-engines2022-04-29https://aicouncil.com/speaker-bio/nick-chamandy2019-02-25https://aicouncil.com/talks-archive/leveraging-stateful-functions-to-power-the-next-generation-of-event-driven-applications2019-11-04https://aicouncil.com/talks26/track-host-data-science-ai-impact-on-business2026-03-09https://aicouncil.com/talks/how-vercel-builds-dozens-of-metrics-from-one-heterogenous-table2024-01-03https://aicouncil.com/speaker/track-host-hero-engineering2021-11-03https://aicouncil.com/talks/building-a-control-plane-for-data2024-01-03https://aicouncil.com/speakers/harel-shein2025-12-02https://aicouncil.com/profile/scott-breitenother2022-12-06https://aicouncil.com/profile/alex-robinson2019-03-14https://aicouncil.com/when-why-how-lessons-learned-in-applying-deep-learning-to-real-world-problemshttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Daniel_Galron_eBay_DataEngConf.pngDanielGalroneBayDataEngConfDanielGalroneBayDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-09-04https://aicouncil.com/talks-archive/tailor-s-look-what-you-made-me-do2019-10-17https://aicouncil.com/talks24/optimizing-iceberg-table-layouts-at-scale-a-multi-objective-approach2025-02-10https://aicouncil.com/talks25/automl-the-assembly-line-of-machine-learning2025-11-30https://aicouncil.com/talks25/automation-of-machine-learning-workflows-at-bbva2025-11-30https://aicouncil.com/profile/ville-tuulos2021-11-09https://aicouncil.com/talks-archive/ai-launchpad-2025-topk2025-03-18https://aicouncil.com/talks25/how-to-finally-get-self-service-by-ditching-the-star-schema2025-11-30https://aicouncil.com/talks/a-federated-information-infrastructure-that-works2024-01-03https://aicouncil.com/speakers/james-savage2025-12-02https://aicouncil.com/speakers/skyler-thomas2025-12-02https://aicouncil.com/talks24/flyte-cloud-native-machine-learning-and-data-processing-platform2024-01-16https://aicouncil.com/speakers/gian-merlino2025-12-02https://aicouncil.com/talks-archive/mesa-building-a-personalized-messaging-system-at-netflix2020-07-27https://aicouncil.com/talks25/the-secret-life-of-predictive-models2025-11-30https://aicouncil.com/talks25/making-decisions-in-high-dimensions2025-11-30https://aicouncil.com/speakers-archive/wenjing-zheng2025-01-21https://aicouncil.com/talks-archive/using-git-as-a-nosql-database-for-fine-grained-control-over-the-data-pipeline2021-11-03https://aicouncil.com/speaker-bio/74457862722019-02-25https://aicouncil.com/talks-0/computational-social-science-exciting-progress-future-challenges2022-04-29https://aicouncil.com/speaker/the-difficulty-in-choosing-prior-in-potentially-explosive-models-vector-autoregressions-discrete-choice-models-rnns2021-11-03https://aicouncil.com/talks26/a-sql-based-metrics-layer-for-duckdb-and-clickhouse2026-03-09https://aicouncil.com/talks25/ray-a-framework-for-scaling-and-distributing-python-ml-applications2025-11-30https://aicouncil.com/speakers-archive/alberto-betella2019-12-06https://aicouncil.com/profile/jason-ganz2026-02-18https://aicouncil.com/speakers-archive/emilie-schario2026-02-25https://aicouncil.com/talks25/how-to-align-ai-capabilities-with-product-strategy-so-you-can-innovate2025-11-30https://aicouncil.com/profile/william-falcon2019-03-14https://aicouncil.com/speakers/diana-kelley2026-03-14https://aicouncil.com/speakers-archive/brad-heller2025-03-18https://aicouncil.com/profile/nelson-ray2019-03-14https://aicouncil.com/talks-0/identity-is-the-bottleneck-why-agents-force-a-new-security-model2026-03-27https://aicouncil.com/talks-archive/3-best-practices-for-data-organizations-structure-roi-communications2019-10-28https://aicouncil.com/profile/michael-armbrust2020-03-03https://aicouncil.com/talks25/future-of-data-science-nyc192025-11-30https://aicouncil.com/speaker/scalability-is-quantifiable-the-universal-scalability-law2021-11-03https://aicouncil.com/speakers-archive/jonathan-jin2025-01-21https://aicouncil.com/talks-archive/a-quick-tour-of-the-orchest-oss-project2021-12-16https://aicouncil.com/talks-0/architecting-low-latency-schema-less-sql-engine2022-04-29https://aicouncil.com/talks24/how-to-make-marketing-fall-in-love-with-data-modeling2024-01-16https://aicouncil.com/talks-archive/why-when-how-lessons-learned-in-applying-deep-learning-to-real-world-problems2019-07-31https://aicouncil.com/talks-0/practical-lessons-for-building-machine-learning-models-in-production2022-04-29https://aicouncil.com/talks/how-to-align-ai-capabilities-with-product-strategy-so-you-can-innovate2024-01-10https://aicouncil.com/profile/krishnaram-kenthapadi2020-02-14https://aicouncil.com/speaker-bio/jesse-anderson2019-02-25https://aicouncil.com/speakers/zoe-steinkamp2025-12-02https://aicouncil.com/profile/sharath-rao2019-03-14https://aicouncil.com/profile/darren-mccleary2019-03-14https://aicouncil.com/talks-archive/i-have-a-bone-to-pick-with-feature-stores2021-11-03https://aicouncil.com/talks24/bighead-airbnbs-end-to-end-machine-learning-platform2024-01-16https://aicouncil.com/talks24/more-than-a-vibe-ai-driven-sql-that-actually-works2025-03-25https://aicouncil.com/talks25/real-time-retrieval-with-deep-learning-benefits-and-challenges2025-11-30https://aicouncil.com/talks24/core-data-science-nyc-192024-01-16https://aicouncil.com/profile/alyssa-frazee2019-03-14https://aicouncil.com/talks-archive/data-contracts-in-the-modern-data-stack2023-01-26https://aicouncil.com/talks/3-best-practices-for-data-organizations-structure-roi-communications2024-01-03https://aicouncil.com/speakers/andy-pavlo2025-12-02https://aicouncil.com/talks-0/if-you-cant-measure-it-you-cant-ship-it-how-to-build-ai-evals-that-actually-work2026-03-14https://aicouncil.com/talks/just-because-your-data-is-unstructured-doesnt-mean-it-should-be-onerous2024-01-03https://aicouncil.com/talks26/everything-i-know-about-data-science-i-learned-from-model-railroading2026-03-09https://aicouncil.com/profile/chris-hartfield2019-03-14https://aicouncil.com/talks25/evolution-of-data-ingestion-and-product-instrumentation-at-prezi2025-11-30https://aicouncil.com/talks-archive/introducing-switch-a-framework-for-custom-data-applications2019-07-31https://aicouncil.com/speakers/zach-mueller2026-01-23https://aicouncil.com/speaker/practical-lessons-for-building-machine-learning-models-in-production2021-11-03https://aicouncil.com/talks-0/elastic-big-data-platform-at-datadog2022-04-29https://aicouncil.com/talks/building-data-engineering-teams2024-01-03https://aicouncil.com/talks-0/testing-and-documenting-your-data-doesnt-have-to-suck2022-04-29https://aicouncil.com/talks-0/more-than-query-future-directions-of-query-langages-from-sql-to-morel2025-03-13https://aicouncil.com/profile/jian-jiao2024-02-28https://aicouncil.com/talks-archive/building-llm-applications-with-llama-stack2025-03-13https://aicouncil.com/talks/converging-database-architectures-duckdb-in-postgresql2025-02-10https://aicouncil.com/speakers-archive/joseph-ross2019-12-06https://aicouncil.com/speakers-archive/natacha-crooks2025-04-15https://aicouncil.com/profile/felipe-hoffa2023-01-31https://aicouncil.com/talks24/why-we-defined-a-metalanguage-for-sql2024-01-16https://aicouncil.com/profile/oriol-mirosa2025-02-14https://aicouncil.com/talks-archive/ai-your-way-with-all-in-one-access2025-04-04https://aicouncil.com/leveling-up-your-career-in-datahttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Career%20Panel/Noelle%20Sio%20Saldana%20New.pngNoelleSioSaldanaNewNoelleSioSaldanaNewhttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Career%20Panel/Jasmine%20Tsai%20Keynote.pngJasmineTsaiKeynoteJasmineTsaiKeynotehttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Career%20Panel/Guy%20BayesNewKeynote.pngGuyBayesNewKeynoteGuyBayesNewKeynotehttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Career%20Panel/Aline%20Lerner%20Keynote.pngAlineLernerKeynoteAlineLernerKeynote2018-05-30https://aicouncil.com/talks26/lessons-learned-optimizing-nosql-for-apache-spark2026-03-09https://aicouncil.com/talks25/building-high-performance-recommender-systems-with-feature-stores2025-11-30https://aicouncil.com/speakers-archive/albert-franzi-cros2019-12-06https://aicouncil.com/speakers/addison-huddy2025-12-02https://aicouncil.com/talks/designing-for-life-or-death-building-data-products-for-biopharma-operations-with-fathom2024-01-03https://aicouncil.com/talks-0/building-a-cloud-native-sql-database2022-04-29https://aicouncil.com/talks24/pytorch-the-platform-for-accelerating-ai-research-to-production2024-01-16https://aicouncil.com/talks24/data-science-and-insights-sf202024-01-16https://aicouncil.com/talks-0/the-modern-database-debate-postgresql-and-mongodb2025-03-05https://aicouncil.com/talks-archive/humanizing-data-architecture-how-design-thinking-transforms-data-strategy2025-02-10https://aicouncil.com/talks26/automation-of-machine-learning-workflows-at-bbva2026-03-09https://aicouncil.com/profile/ben-rogojan2023-02-14https://aicouncil.com/speaker-bio/brian-farris2019-02-25https://aicouncil.com/talks25/privacy-plus-utility-preserving-data-insights-with-state-of-the-art-privacy-protection2025-11-30https://aicouncil.com/talks24/causal-inference-methods-for-bridging-experiments-and-strategic-impact2025-02-20https://aicouncil.com/profile/bogomil-balkansky2022-02-08https://aicouncil.com/talks24/how-engineer-angels-evaluate-data-oriented-companies2024-01-16https://aicouncil.com/profile/pau-garcia2019-10-02https://aicouncil.com/speaker/flink-sql-in-action2021-11-03https://aicouncil.com/speakers-archive/jacob-matson2025-03-19https://aicouncil.com/talks-0/ai-launchpad-2025-mooncake-labs2025-03-18https://aicouncil.com/speakers-archive/prateek-chawla2023-01-21https://aicouncil.com/profile/andreas-markmann2019-03-14https://aicouncil.com/talks25/building-an-end-to-end-data-stack-in-thirty-minutes2025-11-30https://aicouncil.com/talks-archive/how-beam-uses-code-based-dashboards-to-scale-analytics-products2024-01-08https://aicouncil.com/talks24/how-to-optimize-apache-spark-cloud-clusters-for-cost-and-runtime-goals-with-sync-computing2024-01-16https://aicouncil.com/talks/data-apps-data-warehouse-as-a-platform2024-01-03https://aicouncil.com/talks/the-future-of-guardrails2025-02-10https://aicouncil.com/talks-0/continuous-data-pipeline-for-real-time-benchmarking-and-data-set-augmentation2023-01-31https://aicouncil.com/talks26/a-building-the-blueprint-for-scalable-data-products-in-public-sector2026-03-09https://aicouncil.com/talks-0/ten-years-of-building-open-source-standards-242024-03-14https://aicouncil.com/volunteerhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/Pano2.pngPano2Pano2https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/fav/og-image.jpgogimageogimage2020-06-22https://aicouncil.com/speakers-archive/marcel-kornacker2025-01-13https://aicouncil.com/talks-archive/the-challenges-of-distributing-postgres-a-citus-story2019-07-31https://aicouncil.com/talks-0/charting-the-lakehouse-trail-a-data-migration-adventure2024-03-26https://aicouncil.com/talks26/a-trillion-rows-per-second-as-a-foundation-for-interactive-analytics2026-03-09https://aicouncil.com/talks-archive/making-humans-and-code-gpu-capable-at-mailchimp2021-11-03https://aicouncil.com/speakers-archive/margaret-mayer2019-12-06https://aicouncil.com/talks26/lets-play-flappybird-some-data-engineering2026-03-09https://aicouncil.com/profile/nathan-vanbenschoten2019-11-01https://aicouncil.com/talks25/notebooks-as-functions-with-papermill2025-11-30https://aicouncil.com/profile/joy-tang2019-03-14https://aicouncil.com/talks24/how-freewheel-processes-billions-of-ad-tech-events-in-real-time2024-01-16https://aicouncil.com/talks-0/pitfalls-and-challenges-of-ml-powered-applications2022-04-29https://aicouncil.com/talks24/the-modern-data-stack-lost-the-war-stop-building-more-dataframe-apis2026-02-18https://aicouncil.com/talks26/creating-a-competitive-advantage-in-the-age-of-intelligence-as-a-service2026-03-09https://aicouncil.com/speakers-archive/john-myles-white2019-12-06https://aicouncil.com/talks25/statistical-aspects-of-distributed-tracing2025-11-30https://aicouncil.com/talks26/avoiding-lock-in-with-oss2026-03-09https://aicouncil.com/talks26/genomic-data-analysis-with-spark-hadoop2026-03-09https://aicouncil.com/profile/souvik-ghosh2020-02-11https://aicouncil.com/talks24/towards-a-universal-open-data-service-layer2024-02-08https://aicouncil.com/talks/events-sourcing-with-kafka-at-scale2024-01-29https://aicouncil.com/talks-archive/more-than-a-vibe-ai-driven-sql-that-actually-works2025-03-25https://aicouncil.com/talks26/driving-in-dataland2026-03-09https://aicouncil.com/speakers-archive/egor-gryaznov2021-11-09https://aicouncil.com/speakers-archive/kai-brusch2019-12-06https://aicouncil.com/talks-0/fast-ai-search-on-object-storage-1-trillion-scale2026-02-18https://aicouncil.com/talks-archive/materializedbt-streaming-for-the-modern-data-stack2021-11-03https://aicouncil.com/talks24/writing-machine-learning-code-in-rust2024-01-16https://aicouncil.com/talks/the-future-of-data-science-in-the-media2024-01-03https://aicouncil.com/speaker/stream-processing-design-patterns2021-11-03https://aicouncil.com/talks25/ai-challenges-in-customer-care-automation2025-11-30https://aicouncil.com/talks24/democratizing-metric-definition-and-discovery-at-airbnb2024-01-16https://aicouncil.com/talks24/production-analytics-with-a-distributed-column-store2024-01-16https://aicouncil.com/speakers-archive/jonathan-roberts2019-12-06https://aicouncil.com/talks-archive/gregory-larson-keynote2023-03-06https://aicouncil.com/speakers-archive/michele-catasta2025-03-29https://aicouncil.com/speakers/john-maiden2025-12-02https://aicouncil.com/speakers-archive/krishnaram-kenthapadi2020-02-14https://aicouncil.com/profile/sam-stokes2019-03-14https://aicouncil.com/speakers-archive/scott-breitenother2022-12-06https://aicouncil.com/data-science-at-pinteresthttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Mohammad_Shahangian_Pinterest_DataEngConf.pngMohammadShahangianPinterestDataEngConfMohammadShahangianPinterestDataEngConf2017-11-09https://aicouncil.com/profile/pavel-tiunov2023-03-09https://aicouncil.com/speakers-archive/karina-gibert2019-12-06https://aicouncil.com/talks24/causal-data-science-and-modeling2024-01-16https://aicouncil.com/talks24/building-durable-long-running-autonomous-agents2026-02-25https://aicouncil.com/talks24/introducing-lolpop-an-open-source-framework-for-machine-learning-workflows2024-01-16https://aicouncil.com/talks25/automatically-fix-data-issues-label-errors-in-most-ml-datasets2025-11-30https://aicouncil.com/speakers-archive/ashvin-agrawal2019-12-06https://aicouncil.com/speakers-archive/ian-schweer2023-01-13https://aicouncil.com/speakers-archive/brian-bloniarz2019-12-06https://aicouncil.com/talks/apache-flink-adoption-at-shopify2024-01-03https://aicouncil.com/talks-archive/ai-products-sf202020-01-13https://aicouncil.com/talks25/from-1-to-ipo-growing-the-data-team-and-data-culture-at-gitlab2025-11-30https://aicouncil.com/talks24/stop-obsessing-about-data-infrastructure2024-01-16https://aicouncil.com/talks24/continuous-data-pipeline-for-real-time-benchmarking-and-data-set-augmentation2024-01-16https://aicouncil.com/speakers/alex-wood-doughty2025-12-02https://aicouncil.com/speakers/matt-fuller2025-12-02https://aicouncil.com/profile/diego-oppenheimer2022-03-20https://aicouncil.com/profile/simon-eskildsen2024-03-26https://aicouncil.com/talks-0/data-science-and-insights-sf202022-04-29https://aicouncil.com/speaker/fast-data-apps-with-alpakka-kafka-connector-and-akka-streams2021-11-03https://aicouncil.com/talks26/keynote-guardrails-for-the-future-ai-safety-and-responsible-ai-in-practice2026-03-09https://aicouncil.com/speaker/dbt-powerful-open-source-data-transformations2021-11-03https://aicouncil.com/talks/a-machine-learning-approach-to-optimize-prices-during-clearance-sales-at-mango2024-01-03https://aicouncil.com/speakers/ron-green2025-12-02https://aicouncil.com/speakers-archive/joshua-loftus2019-12-06https://aicouncil.com/speaker-bio/iker-martinez-de-apellaniz2019-02-25https://aicouncil.com/talks25/stream-processing-beyond-streaming-data2025-11-30https://aicouncil.com/profile/joanne-chen2022-01-31https://aicouncil.com/talks24/introduction-to-google-deepminds-models-gemini-2.0-imagen-3-and-veo2025-03-18https://aicouncil.com/speakers/paul-blankley2025-12-02https://aicouncil.com/talks-0/lessons-developing-conversational-ai-virtual-agents2022-04-29https://aicouncil.com/talks-archive/the-future-of-data-engineering-from-unstructured-to-structured-in-an-agentic-data-era2025-02-10https://aicouncil.com/talks-archive/scaling-data-products-under-startup-constraints-a-case-study-of-ml-bias-testing2019-07-31https://aicouncil.com/speakers-archive/yair-weinberger2019-12-06https://aicouncil.com/what-the-heck-is-an-in-memory-data-gridhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Addison%20Huddy.pngAddisonHuddyAddisonHuddy2018-05-30https://aicouncil.com/talks24/easy-scalable-fault-tolerant-stream-processing-with-structured-streaming-in-apache-spark2024-01-16https://aicouncil.com/talks/teams-data-its-science2024-01-03https://aicouncil.com/talks25/building-high-impact-data-teams-in-an-ai-driven-world2025-11-30https://aicouncil.com/profile/rushabh-mehta2026-02-18https://aicouncil.com/talks-0/a-trillion-rows-per-second-as-a-foundation-for-interactive-analytics2022-04-29https://aicouncil.com/talks24/this-app-ends-tantrums-how-ml-nlp-and-five-minutes-of-playtime-help-parents-caregivers-and-children-enjoy-life-together2024-01-16https://aicouncil.com/speaker-bio/sahaana-suri2019-02-25https://aicouncil.com/talks26/practical-lessons-for-building-machine-learning-models-in-production2026-03-09https://aicouncil.com/talks-archive/fixing-the-big-data-development-cycle-with-sql2019-07-31https://aicouncil.com/profile/maximilian-michels2019-03-14https://aicouncil.com/talks-archive/making-moves-with-arrow-data-introducing-arrow-database-connectivity-adbc2023-01-31https://aicouncil.com/speakers-archive/reddy-dokuru2026-02-25https://aicouncil.com/speakers/avrilia-floratou2025-12-02https://aicouncil.com/up-and-running-with-apache-airflow-workshophttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Arthur_Wiedmer.jpgArthurWiedmerArthurWiedmerhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-03-21https://aicouncil.com/talks26/how-data-is-transforming-politics2026-03-09https://aicouncil.com/profile/jessica-laughlin2021-10-20https://aicouncil.com/talks-0/building-the-open-data-lakehouse2023-01-21https://aicouncil.com/speakers/matt-seal2025-12-02https://aicouncil.com/profile/hope-wang2024-02-21https://aicouncil.com/talks24/build-faster-more-responsive-analytics-with-a-semantic-layer2024-02-08https://aicouncil.com/speakers-archive/ciro-greco2025-01-13https://aicouncil.com/talks26/anomaly-detection-for-data-quality-and-metric-shifts-at-netflix2026-03-09https://aicouncil.com/talks-archive/change-data-streaming-patterns-with-debezium-apache-flink2023-01-31https://aicouncil.com/speakers/neelesh-srinivas-salian2025-12-02https://aicouncil.com/speakers/ezi-ozoani2026-02-18https://aicouncil.com/talks/introduction-to-google-deepminds-models-gemini-2.0-imagen-3-and-veo2025-03-18https://aicouncil.com/speakers-archive/alessandro-pregnolato2019-12-06https://aicouncil.com/profile/etienne-dilocker2025-02-05https://aicouncil.com/profile/nikita-shamgunov2026-03-31https://aicouncil.com/speakers/aditya-parameswaran2025-12-02https://aicouncil.com/speakers/justin-coffey2025-12-02https://aicouncil.com/speakers/sumedh-sakdeo2025-12-02https://aicouncil.com/talks-0/serverless-data-engineering-what-weve-learned-along-the-way2022-04-29https://aicouncil.com/blog/how-big-data-can-help-improve-the-meteorological-risk-models-that-are-out-of-datehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-05-15https://aicouncil.com/talk-submission-confirmationhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Backgrounds/Untitled%20design.jpgUntitleddesignUntitleddesignhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2024-09-19https://aicouncil.com/talks25/making-moves-with-arrow-data-introducing-arrow-database-connectivity-adbc2025-11-30https://aicouncil.com/profile/raghotham-murthy2025-03-13https://aicouncil.com/speakers/gaurav-nuti2026-02-18https://aicouncil.com/talks24/agents-are-eating-the-semantic-layer2026-03-14https://aicouncil.com/speakers/aaron-wroblewski2025-12-02https://aicouncil.com/talks24/valid-inference-after-model-selection-and-the-selectiveinference-package2024-01-16https://aicouncil.com/talks/murron-reliable-logging-pipeline2024-01-03https://aicouncil.com/talks26/testing-and-documenting-your-data-doesnt-have-to-suck2026-03-09https://aicouncil.com/talks25/real-time-system-computing-engines2025-11-30https://aicouncil.com/talks26/kubernetes-native-workflow-orchestration-with-argo2026-03-09https://aicouncil.com/talks/causal-inference-in-data-science-from-prediction-to-causation2024-01-03https://aicouncil.com/talks24/orchestrating-at-scale-how-instacart-manages-20m-daily-workflows2025-02-10https://aicouncil.com/spectrify-leveraging-redshift-spectrum-for-fun-and-profithttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/colin-nichols.pngcolinnicholscolinnicholshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-11-08https://aicouncil.com/talks24/kubernetes-as-a-streaming-data-platform-a-federated-operator-approach2024-01-16https://aicouncil.com/profile/john-bagnall2025-02-09https://aicouncil.com/talks-archive/creating-self-service-high-velocity-data-cultures2023-01-13https://aicouncil.com/talks26/the-missing-manual-everything-you-need-to-know-about-snowflake-optimization2026-03-09https://aicouncil.com/talks-0/introducing-pixeltable-open-source-data-infrastructure-for-multimodal-ai2025-02-10https://aicouncil.com/using-spark-apis-workshophttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Austin_Ouyang.jpgAustinOuyangAustinOuyanghttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert12017-03-20https://aicouncil.com/talks-0/building-a-control-plane-for-data2023-03-06https://aicouncil.com/talks25/building-reliable-agentic-ai-systems2025-11-30https://aicouncil.com/talks-archive/beyond-50000-partitions-how-heroku-pushes-the-limits-of-kafka-at-scale2019-07-31https://aicouncil.com/talks24/unified-streambatch-execution-with-ibis2024-01-29https://aicouncil.com/talks-archive/no-more-bs-how-and-when-to-really-leverage-ai2025-02-10https://aicouncil.com/talks24/building-efficient-ml-pipelines-and-responsible-ai-solutions2024-01-16https://aicouncil.com/talks26/from-postgres-to-clickhouse-and-back-building-a-unified-oltp-olap-database-for-ai-workloads2026-03-09https://aicouncil.com/speakers-archive/yizhar-toren2019-12-06https://aicouncil.com/talks/how-superset-and-druid-power-real-time-analytics-at-airbnb2024-01-03https://aicouncil.com/talks/scaling-model-training-from-flexible-training-apis-to-resource-management-with-kubernetes2024-01-03https://aicouncil.com/talks26/building-a-modern-machine-learning-platform-on-kubernetes2026-03-09https://aicouncil.com/talks26/data-science-pinterest2026-03-09https://aicouncil.com/talks-0/the-statistics-of-dirty-data2022-04-29https://aicouncil.com/speakers-archive/vino-duraisamy2023-03-13https://aicouncil.com/talks25/the-model-is-the-product2025-11-30https://aicouncil.com/talks/track-host-hero-engineering-san-francisco-20182024-01-03https://aicouncil.com/talks24/embedding-olap-everywhere-lessons-from-okta2025-02-10https://aicouncil.com/profile/shawndra-hill2019-03-14https://aicouncil.com/talks/testing-for-bias-in-production-ml-services2024-01-03https://aicouncil.com/talks26/a-data-and-knowledge-driven-approach-for-mental-health-policy-making-at-world-health-organization2026-03-09https://aicouncil.com/speaker/a-trillion-rows-per-second-as-a-foundation-for-interactive-analytics2021-11-03https://aicouncil.com/talks26/its-the-data-stupid2026-03-09https://aicouncil.com/talks-archive/building-influxdb-3-core-a-real-time-columnar-db-and-data-processor-on-object-storage2025-02-10https://aicouncil.com/speakers-archive/vinoth-chandar2019-12-06https://aicouncil.com/talks-0/issue-with-tracking-fail-that-build2022-04-29https://aicouncil.com/speakers/kurt-steckel2025-12-02https://aicouncil.com/talks-0/stop-obsessing-about-data-infrastructure2022-04-29https://aicouncil.com/talks26/how-to-optimize-apache-spark-cloud-clusters-for-cost-and-runtime-goals-with-sync-computing2026-03-09https://aicouncil.com/speakers-archive/tino-tereshko2023-04-20https://aicouncil.com/speakers/drew-banin2025-12-02https://aicouncil.com/talks-0/data-science-pinterest2022-04-29https://aicouncil.com/talks24/data-should-be-invisible2025-03-05https://aicouncil.com/talks26/empower-and-elevate-integrating-veteran-leadership-with-veteran-individual-contributors-to-drive-data-maturity-and-company-success2026-03-09https://aicouncil.com/speakers-archive/izzy-miller2026-03-14https://aicouncil.com/talks-0/ai-launchpad-2025-guilde2025-03-18https://aicouncil.com/talks/train-deploy-and-run-a-ml-model-using-python-snowpark-and-streamlit2024-01-03https://aicouncil.com/profile/maria-crosas-batista2019-09-10https://aicouncil.com/talks-0/building-a-flexible-data-platform-for-llm-training-data2024-01-08https://aicouncil.com/talks-archive/scaling-a-relational-database-for-the-cloud-age2019-07-31https://aicouncil.com/profile/adi-polak2019-10-28https://aicouncil.com/speakers-archive/gideon-mendels2019-12-06https://aicouncil.com/talks-0/functional-data-engineering-a-set-of-best-practices2022-04-29https://aicouncil.com/speaker-bio/jeff-chao2019-02-25https://aicouncil.com/talks25/from-twilio-to-propel-building-real-time-customer-facing-analytics-at-scale2025-11-30https://aicouncil.com/profile/nikunj-handa2025-03-13https://aicouncil.com/talks26/building-a-user-level-targeting-platform2026-03-09https://aicouncil.com/talks/how-to-make-marketing-fall-in-love-with-data-modeling2024-01-03https://aicouncil.com/talks26/industrial-applications-of-ai2026-03-09https://aicouncil.com/speakers/albert-franzi-cros2025-12-02https://aicouncil.com/talks25/efficiently-storing-and-calculating-engagement-metrics-at-massive-scale2025-11-30https://aicouncil.com/talks24/why-is-everyone-talking-about-apache-iceberg-from-the-original-creator-of-apache-iceberg2025-02-20https://aicouncil.com/talks-0/mlops-for-league-of-legends-heimerdinger-toolbelt2023-01-13https://aicouncil.com/speakers-archive/david-beyer2019-12-06https://aicouncil.com/speakers-archive/maryam-jahanshahi2019-12-06https://aicouncil.com/speakers/david-lundgren2025-12-02https://aicouncil.com/profile/gian-merlino2019-04-02https://aicouncil.com/workshopshttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Arthur_Wiedmer.jpgArthurWiedmerArthurWiedmerhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Ivan_Corneillet.jpgIvanCorneilletIvanCorneillethttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Locations/Galvanize_Office_DataEngConf_SF17.pngGalvanizeOfficeDataEngConfSF17GalvanizeOfficeDataEngConfSF17https://www.datacouncil.ai/hubfs/Website/Workshops/Tickets.jpegTicketsTicketshttps://www.datacouncil.ai/hubfs/Website/Workshops/Workshop.jpgWorkshopWorkshophttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Ronak_Nathani.jpgRonakNathaniRonakNathanihttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Locations/Mode_Analytics_Office_DataEngConf_SF17.pngModeAnalyticsOfficeDataEngConfSF17ModeAnalyticsOfficeDataEngConfSF17https://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Locations/Google_Developers_Launchpad_Space_DataEngConf_SF17.pngGoogleDevelopersLaunchpadSpaceDataEngConfSF17GoogleDevelopersLaunchpadSpaceDataEngConfSF17https://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/David_Drummond.jpgDavidDrummondDavidDrummondhttps://www.datacouncil.ai/hubfs/Website/Workshops/Programming.jpgProgrammingProgramminghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Austin_Ouyang.jpgAustinOuyangAustinOuyanghttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert12017-04-24https://aicouncil.com/talks25/composable-interfaces-for-parallel-processing-in-apache-spark-weld2025-11-30https://aicouncil.com/talks24/empowering-data-teams-a-step-by-step-playbook-for-leads-and-managers2024-01-27https://aicouncil.com/talks-0/data-culture-as-a-product2024-02-20https://aicouncil.com/talks-0/coming-soon2024-01-10https://aicouncil.com/talks25/from-scaling-to-observability-solving-key-challenges-for-distributed-ml-with-ray2025-11-30https://aicouncil.com/talks25/democratizing-analytics-via-self-service-netflix-games-edition2026-02-25https://aicouncil.com/speakers-archive/jj-allaire2023-01-13https://aicouncil.com/talks-0/fast-data-apps-with-alpakka-kafka-connector-and-akka-streams2022-04-29https://aicouncil.com/profile/dan-eisenberg2023-01-18https://aicouncil.com/talks26/rlvr-in-practice-from-synthetic-data-to-grpo2026-03-09https://aicouncil.com/talks-0/making-decisions-in-high-dimensions2022-04-29https://aicouncil.com/talks/building-a-modern-machine-learning-platform-on-kubernetes2024-01-03https://aicouncil.com/talks-0/presto-optimizing-performance-of-sql-on-anything2022-04-29https://aicouncil.com/austin-24https://www.datacouncil.ai/hubfs/Leah%20Weiss%20-%20PreQL.webpLeahWeissPreQLLeahWeissPreQLhttps://www.datacouncil.ai/hubfs/Orion_social.svgOrionsocialOrionsocialhttps://www.datacouncil.ai/hubfs/Benn%20Stancil%20-%20ThoughtSpot.webpBennStancilThoughtSpotBennStancilThoughtSpothttps://www.datacouncil.ai/hubfs/Jan%20Soubusta.webpJanSoubustaJanSoubustahttps://www.datacouncil.ai/hubfs/Chad%20Sanderson.jpegChadSandersonChadSandersonhttps://www.datacouncil.ai/hubfs/Dhruv%20Singh.webpDhruvSinghDhruvSinghhttps://www.datacouncil.ai/hubfs/Dan%20Mejia%20(1).webpDanMejia1DanMejia1https://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3162.jpgDataCouncil2024TicoMendoza3162DataCouncil2024TicoMendoza3162https://www.datacouncil.ai/hubfs/Suman%20Karumuri%20-%20AirBnB%20(1).webpSumanKarumuriAirBnB1SumanKarumuriAirBnB1https://www.datacouncil.ai/hubfs/Ryanne%20Dolan.webpRyanneDolanRyanneDolanhttps://www.datacouncil.ai/hubfs/Emilio%20Tamez.webpEmilioTamezEmilioTamezhttps://www.datacouncil.ai/hubfs/Caitlin%20Hudon%20-%20Figma.webpCaitlinHudonFigmaCaitlinHudonFigmahttps://www.datacouncil.ai/hubfs/Sai%20Srirampur%20-%20PeerDB.webpSaiSrirampurPeerDBSaiSrirampurPeerDBhttps://www.datacouncil.ai/hubfs/Brent%20Cohn.webpBrentCohnBrentCohnhttps://www.datacouncil.ai/hubfs/Kirit%20Basu%20-%20Metaphor.webpKiritBasuMetaphorKiritBasuMetaphorhttps://www.datacouncil.ai/hubfs/Noelle%20Saldana.pngNoelleSaldanaNoelleSaldanahttps://www.datacouncil.ai/hubfs/Jesse%20Jiryu%20Davis.webpJesseJiryuDavisJesseJiryuDavishttps://www.datacouncil.ai/hubfs/Cube-2.svgCube2Cube2https://www.datacouncil.ai/hubfs/Alex%20Wood-Dought.webpAlexWoodDoughtAlexWoodDoughthttps://www.datacouncil.ai/hubfs/Orion_presentation.svgOrionpresentationOrionpresentationhttps://www.datacouncil.ai/hubfs/CloudQuery.svgCloudQueryCloudQueryhttps://www.datacouncil.ai/hubfs/Lindsay%20Murphy.webpLindsayMurphyLindsayMurphyhttps://www.datacouncil.ai/hubfs/Screen%20Shot%202023-10-09%20at%2011.07.06%20AM.pngScreenShot20231009at110706AMScreenShot20231009at110706AMhttps://www.datacouncil.ai/hubfs/Abhi%20Sivasailam%20%20.jpegAbhiSivasailamAbhiSivasailamhttps://www.datacouncil.ai/hubfs/Ty%20Dunn.webpTyDunnTyDunnhttps://www.datacouncil.ai/hubfs/Celina%20Wong%20-%20Data%20Culture.webpCelinaWongDataCultureCelinaWongDataCulturehttps://www.datacouncil.ai/hubfs/Asset%2043@2x.pngAsset432xAsset432xhttps://www.datacouncil.ai/hubfs/Ryan%20Dolley.webpRyanDolleyRyanDolleyhttps://www.datacouncil.ai/hubfs/Scott%20B-1.pngScottB1ScottB1https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-4024-1.jpgDataCouncil2024Day1TicoMendozaAll40241DataCouncil2024Day1TicoMendozaAll40241https://www.datacouncil.ai/hubfs/DJ%20Patil.pngDJPatilDJPatilhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-3-Tico-Mendoza-All-7174.jpgDataCouncil2024Day3TicoMendozaAll7174DataCouncil2024Day3TicoMendozaAll7174https://www.datacouncil.ai/hubfs/Elkhan%20Dadashov.webpElkhanDadashovElkhanDadashovhttps://www.datacouncil.ai/hubfs/Joe%20Karlsson.webpJoeKarlssonJoeKarlssonhttps://www.datacouncil.ai/hubfs/Carlos%20Aguilar-1.pngCarlosAguilar1CarlosAguilar1https://www.datacouncil.ai/hubfs/Timothy%20Chan.webpTimothyChanTimothyChanhttps://www.datacouncil.ai/hubfs/Marck%20Vaisman%20-%20Microsoft.webpMarckVaismanMicrosoftMarckVaismanMicrosofthttps://www.datacouncil.ai/hubfs/partner-icon.svgpartnericonpartnericonhttps://www.datacouncil.ai/hubfs/Jack%20Klamer.webpJackKlamerJackKlamerhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5969.jpgDataCouncil2024Day2TicoMendoza5969DataCouncil2024Day2TicoMendoza5969https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-4990.jpgDataCouncil2024Day2TicoMendozaAll4990DataCouncil2024Day2TicoMendozaAll4990https://www.datacouncil.ai/hubfs/Eric%20Warner.webpEricWarnerEricWarnerhttps://www.datacouncil.ai/hubfs/Satori.svgSatoriSatorihttps://www.datacouncil.ai/hubfs/Jordan%20Volz.webpJordanVolzJordanVolzhttps://www.datacouncil.ai/hubfs/Brenna-Buuck.webpBrennaBuuckBrennaBuuckhttps://www.datacouncil.ai/hubfs/Rocket%20Icon%20White.svgRocketIconWhiteRocketIconWhitehttps://www.datacouncil.ai/hubfs/Tobias%20Lunt.jpegTobiasLuntTobiasLunthttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--6035.jpgDataCouncil2024Day2TicoMendoza6035DataCouncil2024Day2TicoMendoza6035https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5294-2.jpgDataCouncil2024Day2TicoMendoza52942DataCouncil2024Day2TicoMendoza52942https://www.datacouncil.ai/hubfs/AC%20Hotel.pngACHotelACHotelhttps://www.datacouncil.ai/hubfs/Aaron%20Taylor.webpAaronTaylorAaronTaylorhttps://www.datacouncil.ai/hubfs/Ram%20Sriharsha.webpRamSriharshaRamSriharshahttps://www.datacouncil.ai/hubfs/Zhamak%20Dehghani.webpZhamakDehghaniZhamakDehghanihttps://www.datacouncil.ai/hubfs/Amber%20Roberts%20-%20Arize%20AI.webpAmberRobertsArizeAIAmberRobertsArizeAIhttps://www.datacouncil.ai/hubfs/Samantha%20Lohier%20-%20Data%20Culture.webpSamanthaLohierDataCultureSamanthaLohierDataCulturehttps://www.datacouncil.ai/hubfs/GoodData.svgGoodDataGoodDatahttps://www.datacouncil.ai/hubfs/Hasboard.svgHasboardHasboardhttps://www.datacouncil.ai/hubfs/Jonathan%20Talmi.webpJonathanTalmiJonathanTalmihttps://www.datacouncil.ai/hubfs/Ryan%20Worl.webpRyanWorlRyanWorlhttps://www.datacouncil.ai/hubfs/Monica%20Miller.webpMonicaMillerMonicaMillerhttps://www.datacouncil.ai/hubfs/09-Data%20Council-Austin-3.png09DataCouncilAustin309DataCouncilAustin3https://www.datacouncil.ai/hubfs/Ce%20Zhang.webpCeZhangCeZhanghttps://www.datacouncil.ai/hubfs/Hope%20Wang%20-%20Alluxio.webpHopeWangAlluxioHopeWangAlluxiohttps://www.datacouncil.ai/hubfs/Roger%20Magoulas.pngRogerMagoulasRogerMagoulashttps://www.datacouncil.ai/hubfs/Deepyaman%20Datta.webpDeepyamanDattaDeepyamanDattahttps://www.datacouncil.ai/hubfs/Josh%20Schwartz.webpJoshSchwartzJoshSchwartzhttps://www.datacouncil.ai/hubfs/Tim%20Castillo.webpTimCastilloTimCastillohttps://www.datacouncil.ai/hubfs/George%20Fraser.webpGeorgeFraserGeorgeFraserhttps://www.datacouncil.ai/hubfs/Shape%20Group.svgShapeGroupShapeGrouphttps://www.datacouncil.ai/hubfs/Slater%20Stitch%20-%20Bain%20Capital.webpSlaterStitchBainCapitalSlaterStitchBainCapitalhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3810.jpgDataCouncil2024TicoMendoza3810DataCouncil2024TicoMendoza3810https://www.datacouncil.ai/hubfs/Ashwin%20Ramesh%20-%20Continual.webpAshwinRameshContinualAshwinRameshContinualhttps://www.datacouncil.ai/hubfs/Alex%20Martin.webpAlexMartinAlexMartinhttps://www.datacouncil.ai/hubfs/Tinybird.svgTinybirdTinybirdhttps://www.datacouncil.ai/hubfs/Will%20Goldstein.webpWillGoldsteinWillGoldsteinhttps://www.datacouncil.ai/hubfs/AI%20LAUNCHPAD.svgAILAUNCHPADAILAUNCHPADhttps://www.datacouncil.ai/hubfs/ATT-Hotel-and-Conference-Center.jpgATTHotelandConferenceCenterATTHotelandConferenceCenterhttps://www.datacouncil.ai/hubfs/Screen%20Shot%202023-10-09%20at%2011.06.09%20AM.pngScreenShot20231009at110609AMScreenShot20231009at110609AMhttps://www.datacouncil.ai/hubfs/DC24-1.pngDC241DC241https://www.datacouncil.ai/hubfs/Orion_stumbleupon.svgOrionstumbleuponOrionstumbleuponhttps://www.datacouncil.ai/hubfs/Zoe%20Steinkamp.webpZoeSteinkampZoeSteinkamphttps://www.datacouncil.ai/hubfs/Tony%20Kau.webpTonyKauTonyKauhttps://www.datacouncil.ai/hubfs/Data%20Council/Speakers/Web%20Optimized/Sean%20Anderson.jpgSeanAndersonSeanAndersonhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--2828.jpgDataCouncil2024TicoMendoza2828DataCouncil2024TicoMendoza2828https://www.datacouncil.ai/hubfs/Pete-1.pngPete1Pete1https://www.datacouncil.ai/hubfs/Wes%20McKinney%20-%20Postit-2.pngWesMcKinneyPostit2WesMcKinneyPostit2https://www.datacouncil.ai/hubfs/Soda.svgSodaSodahttps://www.datacouncil.ai/hubfs/Solomon%20Kahn.webpSolomonKahnSolomonKahnhttps://www.datacouncil.ai/hubfs/Andrew%20Dwroschak%20-%20Yakoa.webpAndrewDwroschakYakoaAndrewDwroschakYakoahttps://www.datacouncil.ai/hubfs/900%20attendees-1.svg900attendees1900attendees1https://www.datacouncil.ai/hubfs/Starburst.svgStarburstStarbursthttps://www.datacouncil.ai/hubfs/Bhaskar%20Ghosh.webpBhaskarGhoshBhaskarGhoshhttps://www.datacouncil.ai/hubfs/Matthieu%20Humeau.webpMatthieuHumeauMatthieuHumeauhttps://www.datacouncil.ai/hubfs/Orion_spacecraft.svgOrionspacecraftOrionspacecrafthttps://www.datacouncil.ai/hubfs/Iaroslav%20Ziegerman.webpIaroslavZiegermanIaroslavZiegermanhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5207.jpgDataCouncil2024Day2TicoMendoza5207DataCouncil2024Day2TicoMendoza5207https://www.datacouncil.ai/hubfs/Miriah%20Peterson%20(1).webpMiriahPeterson1MiriahPeterson1https://www.datacouncil.ai/hubfs/Joey%20Gonzalez.webpJoeyGonzalezJoeyGonzalezhttps://www.datacouncil.ai/hubfs/Jian%20Jiao%20-%20bp.webpJianJiaobpJianJiaobphttps://www.datacouncil.ai/hubfs/Matt%20Helm%20(1).webpMattHelm1MattHelm1https://www.datacouncil.ai/hubfs/Pete%20Hunt%20-%20Dagster%20Labs.webpPeteHuntDagsterLabsPeteHuntDagsterLabshttps://www.datacouncil.ai/hubfs/Micah%20Wylde.webpMicahWyldeMicahWyldehttps://www.datacouncil.ai/hubfs/Feldera.svgFelderaFelderahttps://www.datacouncil.ai/hubfs/Tristan%20Zajonc%20%20.jpegTristanZajoncTristanZajonchttps://www.datacouncil.ai/hubfs/Continual.svgContinualContinualhttps://www.datacouncil.ai/hubfs/Untitled%20(500%20x%20500%20px)%20(2).pngUntitled500x500px2Untitled500x500px2https://www.datacouncil.ai/hubfs/Paco%20Valdez.webpPacoValdezPacoValdezhttps://www.datacouncil.ai/hubfs/Alex%20Dimakis.webpAlexDimakisAlexDimakishttps://www.datacouncil.ai/hubfs/Orion_brain%20(2).svgOrionbrain2Orionbrain2https://www.datacouncil.ai/hubfs/Kyle%20Weller.webpKyleWellerKyleWellerhttps://www.datacouncil.ai/hubfs/Erick%20Enriquez.webpErickEnriquezErickEnriquezhttps://www.datacouncil.ai/hubfs/Michelle%20Ufford.webpMichelleUffordMichelleUffordhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3988.jpgDataCouncil2024TicoMendoza3988DataCouncil2024TicoMendoza3988https://www.datacouncil.ai/hubfs/Amit%20Sangani%20-%20Meta.pngAmitSanganiMetaAmitSanganiMetahttps://www.datacouncil.ai/hubfs/Kenny%20Wong%20(1).webpKennyWong1KennyWong1https://www.datacouncil.ai/hubfs/3%20Days-2.svg3Days23Days2https://www.datacouncil.ai/hubfs/Monte%20Carlo.svgMonteCarloMonteCarlohttps://www.datacouncil.ai/hubfs/Elijah%20Izzy%20-%20DAGworks.webpElijahIzzyDAGworksElijahIzzyDAGworkshttps://www.datacouncil.ai/hubfs/Jake%20Thomas%20-%20Okta.webpJakeThomasOktaJakeThomasOktahttps://www.datacouncil.ai/hubfs/Andrew%20Lamb.webpAndrewLambAndrewLambhttps://www.datacouncil.ai/hubfs/posit.svgpositposithttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-3-Tico-Mendoza-All-6453.jpgDataCouncil2024Day3TicoMendozaAll6453DataCouncil2024Day3TicoMendozaAll6453https://www.datacouncil.ai/hubfs/Prospective.svgProspectiveProspectivehttps://www.datacouncil.ai/hubfs/Yevgeny%20Pats.webpYevgenyPatsYevgenyPatshttps://www.datacouncil.ai/hubfs/Ernie%20Ostic%20-%20Manta%20(1).webpErnieOsticManta1ErnieOsticManta1https://www.datacouncil.ai/hubfs/Untitled%20(500%20x%20500%20px).pngUntitled500x500pxUntitled500x500pxhttps://www.datacouncil.ai/hubfs/David%20Margulies.webpDavidMarguliesDavidMargulieshttps://www.datacouncil.ai/hubfs/Sheeri%20Cabral%20-%20Collibra%20(1).webpSheeriCabralCollibra1SheeriCabralCollibra1https://www.datacouncil.ai/hubfs/Rudderstack.svgRudderstackRudderstackhttps://www.datacouncil.ai/hubfs/Michael%20Bullington%20(1).webpMichaelBullington1MichaelBullington1https://www.datacouncil.ai/hubfs/Onehouse.svgOnehouseOnehousehttps://www.datacouncil.ai/hubfs/Lukas%20Biewald%20(1).webpLukasBiewald1LukasBiewald1https://www.datacouncil.ai/hubfs/Michael%20Eastham.webpMichaelEasthamMichaelEasthamhttps://www.datacouncil.ai/hubfs/Julien%20LeDem%20Astronomer-1-1.pngJulienLeDemAstronomer11JulienLeDemAstronomer11https://www.datacouncil.ai/hubfs/Nico%20Acosta.webpNicoAcostaNicoAcostahttps://www.datacouncil.ai/hubfs/Harel%20Shein%20-%20Datadog%20(1).webpHarelSheinDatadog1HarelSheinDatadog1https://www.datacouncil.ai/hubfs/aicouncil-light.svgaicouncillightaicouncillighthttps://www.datacouncil.ai/hubfs/pete.pngpetepetehttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-3435.jpgDataCouncil2024Day1TicoMendozaAll3435DataCouncil2024Day1TicoMendozaAll3435https://www.datacouncil.ai/hubfs/C.J.%20Jameson.webpCJJamesonCJJamesonhttps://www.datacouncil.ai/hubfs/Schaun%20Wheeler%20-%20Aampe.webpSchaunWheelerAampeSchaunWheelerAampehttps://www.datacouncil.ai/hubfs/Matthew%20Rocklin.webpMatthewRocklinMatthewRocklinhttps://www.datacouncil.ai/hubfs/Soheil%20Koushan%20(1).webpSoheilKoushan1SoheilKoushan1https://www.datacouncil.ai/hubfs/Miguel%20Paredes.webpMiguelParedesMiguelParedeshttps://www.datacouncil.ai/hubfs/Adam%20Cimarosti%20-%20QuestDB%20.webpAdamCimarostiQuestDBAdamCimarostiQuestDBhttps://www.datacouncil.ai/hubfs/Alexandru%20Cristu%20-%20Streamkap.webpAlexandruCristuStreamkapAlexandruCristuStreamkaphttps://www.datacouncil.ai/hubfs/Teleskope.svgTeleskopeTeleskopehttps://www.datacouncil.ai/hubfs/%23%23%20speakers-2.svgspeakers2speakers2https://www.datacouncil.ai/hubfs/Laura%20Cosgrove%20(1).webpLauraCosgrove1LauraCosgrove1https://www.datacouncil.ai/hubfs/Eric%20S-1.pngEricS1EricS1https://www.datacouncil.ai/hubfs/WarpStream.svgWarpStreamWarpStreamhttps://www.datacouncil.ai/hubfs/Maggie-1.pngMaggie1Maggie1https://www.datacouncil.ai/hubfs/Orion_world-globe.svgOrionworldglobeOrionworldglobe2025-12-01https://aicouncil.com/talks24/data-processing-with-apache-beam-towards-portability-and-beyond2024-01-16https://aicouncil.com/profile/colleen-tartow2024-01-31https://aicouncil.com/talks/building-an-end-to-end-data-stack-in-thirty-minutes2024-01-03https://aicouncil.com/talks24/context-engineering-for-video-intelligence-beyond-model-scale-to-real-world-impact2026-03-31https://aicouncil.com/profile/burak-yavuz2019-03-14https://aicouncil.com/talks-0/computer-vision-ai-to-disrupt-digital-advertising2022-04-29https://aicouncil.com/speakers/rigel-swavely2025-12-02https://aicouncil.com/profile/andrew-lamb2024-01-09https://aicouncil.com/speaker/zip-codes-and-other-lies-your-map-told-you2021-11-03https://aicouncil.com/talks25/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processing-snlp2025-11-30https://aicouncil.com/profile/nikolas-goebel2019-09-18https://aicouncil.com/speakers-archive/matthew-rocklin2024-01-10https://aicouncil.com/speakers-archive/nelson-ray2019-12-06https://aicouncil.com/talks26/coming-soon2026-03-09https://aicouncil.com/talks-0/spectrify-leveraging-redshift-spectrum-for-fun-and-profit2022-04-29https://aicouncil.com/profile/daniel-francisco2020-01-13https://aicouncil.com/speaker-bio/silvia-oliveros-torres2019-02-25https://aicouncil.com/speakers-archive/eric-colson2019-12-06https://aicouncil.com/blog/dbt-at-shopify-active-learning-and-morehttps://www.datacouncil.ai/hubfs/Top%2010%20February%202021.pngTop10February2021Top10February2021https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12021-03-25https://aicouncil.com/talks24/tapeagents-a-powerful-framework-for-building-and-optimizing-ai-agents2025-02-10https://aicouncil.com/talks25/0-to-100-in-under-a-week2025-11-30https://aicouncil.com/speakers-archive/caitlin-hudon2024-02-20https://aicouncil.com/talks-0/systemml-spark-a-framework-for-scalable-data-science-algorithm-development2022-04-29https://aicouncil.com/profile/matt-forrest2023-01-20https://aicouncil.com/talks-0/ai-attribution-measuring-what-ai-actually-did2026-03-14https://aicouncil.com/speakers-archive/jared-hanson2026-03-27https://aicouncil.com/talks-0/the-story-of-devrel-at-snowflake-how-we-got-here2023-01-31https://aicouncil.com/blog/shattering-the-trillion-rows-per-second-barrier-with-memsqlhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-09https://aicouncil.com/speakers-archive/micah-wylde2024-01-29https://aicouncil.com/blog/cube.jshttps://www.datacouncil.ai/hubfs/OS%20project%20June%202020.jpgOSprojectJune2020OSprojectJune2020https://www.datacouncil.ai/hubfs/cubejs.pngcubejscubejshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-06-03https://aicouncil.com/talks26/real-time-schema-discovery2026-03-09https://aicouncil.com/talks/meet-dbt-the-data-transformation-tool-used-by-jetblue-gitlab-wistia-and-away2024-01-03https://aicouncil.com/speaker-bio/sean-anderson2019-02-25https://aicouncil.com/talks/cloud-data-warehouse-benchmark-redshift-vs-snowflake-vs-bigquery2024-01-03https://aicouncil.com/talks-0/amundsen-a-data-discovery-platform-from-lyft2022-04-29https://aicouncil.com/speakers-archive/jergu%C5%A1-lejko2025-03-18https://aicouncil.com/talks-archive/building-responsible-and-trustworthy-generative-ai-products-at-linkedin2024-01-26https://aicouncil.com/talks/building-explainable-ai2024-01-03https://aicouncil.com/talks25/scale-processes-not-people-how-data-teams-do-more-with-less-by-adopting-software-engineering-best-practices2025-11-30https://aicouncil.com/talks24/from-1-to-ipo-growing-the-data-team-and-data-culture-at-gitlab2024-01-16https://aicouncil.com/talks/real-time-sql-stream-processing-at-scale-with-apache-kafka-and-ksql2024-01-03https://aicouncil.com/talks/getting-real-time-when-to-move-from-batch-to-streaming-and-how-to-do-it-without-hiring-an-entirely-new-team2024-01-03https://aicouncil.com/speakers-archive/franziska-bell2024-01-04https://aicouncil.com/talks26/patterns-for-enriching-unbounded-data-using-apache-beam2026-03-09https://aicouncil.com/talks26/teams-data-its-science2026-03-09https://aicouncil.com/profile/nader-azari2020-02-06https://aicouncil.com/talks-0/building-21st-century-data-science-and-data-engineering-teams2022-04-29https://aicouncil.com/talks-0/running-millions-of-millisecond-ai-sandboxes-without-breaking-the-piggy-bank2026-03-31https://aicouncil.com/talks-0/federated-learning-and-analytics-at-google-and-beyond2022-04-29https://aicouncil.com/talks25/beyond-simple-ab-testing-advanced-experimentation-tactics2025-11-30https://aicouncil.com/speakers-archive/hung-dang2021-10-20https://aicouncil.com/talks/wtf-are-we-doing2024-02-20https://aicouncil.com/talks-archive/hierarchical-forecasting-in-python2023-01-13https://aicouncil.com/speaker/processing-geographic-data-at-internet-scale2021-11-03https://aicouncil.com/talks/building-real-time-data-pipelines-made-easy-with-structured-streaming-in-apache-spark2024-01-03https://aicouncil.com/talks/harel-datadog2026-03-31https://aicouncil.com/speakers/nick-ursa2025-12-02https://aicouncil.com/speakers-archive/wouter-de-bie2019-12-06https://aicouncil.com/profile/gaurav-rao2023-01-13https://aicouncil.com/talks-0/rikai-a-new-data-format-for-analytics-on-unstructured-data-at-scale2022-04-29https://aicouncil.com/talks24/artwork-personalization-at-netflix2024-01-16https://aicouncil.com/talks25/ai-cram-session2025-11-30https://aicouncil.com/profile/petia-radeva2019-09-06https://aicouncil.com/speakers/steffen-peter2025-12-02https://aicouncil.com/speakers-archive/reza-shiftehfar2019-12-06https://aicouncil.com/speakers-archive/anant-agarwal2025-01-10https://aicouncil.com/talks/tackling-io-challenges-in-modern-data-lakes2024-02-21https://aicouncil.com/talks25/an-overview-of-storage-for-google-cloud-pub-sub2025-11-30https://aicouncil.com/speaker-bio/mike-conover2019-02-25https://aicouncil.com/talks/gdpr-discover-the-main-challenges-considerations2024-01-03https://aicouncil.com/talks25/stream-processing-design-patterns2025-11-30https://aicouncil.com/profile/catherine-tarsney2019-04-07https://aicouncil.com/talks25/production-analytics-with-a-distributed-column-store2025-11-30https://aicouncil.com/talks-archive/building-a-control-plane-for-data2023-03-06https://aicouncil.com/profile/jesse-anderson2019-03-14https://aicouncil.com/speakers/margi-dubal2025-12-02https://aicouncil.com/speakers/elie-bakouch2026-02-18https://aicouncil.com/talks-archive/a-new-science-of-cities-high-resolution-of-economic-complexity-at-the-urban-scale2019-09-10https://aicouncil.com/talks25/writing-correct-data-analysis-code2025-11-30https://aicouncil.com/talks-0/what-comes-after-deep-learning2026-02-25https://aicouncil.com/profile/zhou-sun2025-03-18https://aicouncil.com/speakers/petia-radeva2025-12-02https://aicouncil.com/using-apache-spark-for-processing-trillions-of-records-each-day-at-datadoghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/vadim-round.pngvadimroundvadimroundhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-12-07https://aicouncil.com/speakers/daniel-francisco2025-12-02https://aicouncil.com/talks24/knowledge-engineering2026-03-14https://aicouncil.com/speakers-archive/erick-enriquez2024-03-19https://aicouncil.com/talks26/payment-fraud-in-digital-currency2026-03-09https://aicouncil.com/speakers-archive/gleb-mezhanskiy2025-03-10https://aicouncil.com/talks25/the-missing-manual-everything-you-need-to-know-about-snowflake-optimization2025-11-30https://aicouncil.com/talks/dashboards-dashboards-everywhere-how-to-fix-analytics-collaboration2024-01-03https://aicouncil.com/talks/fireside-chat-with-dj-patil2024-01-04https://aicouncil.com/speakers-archive/pim-nauts2021-12-14https://aicouncil.com/speakers-archive/chenggang-wu2025-03-17https://aicouncil.com/talks-archive/powering-ai-workflows-with-tabular-graphs2025-03-25https://aicouncil.com/talks-archive/building-a-feature-platform-to-scale-machine-learning2019-07-31https://aicouncil.com/speakers/sean-owen2025-12-02https://aicouncil.com/profile/rachad-alao2025-04-04https://aicouncil.com/three-weird-tips-for-high-performance-analytics-applicationshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Gian%20Merlino.pngGianMerlinoGianMerlinohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-05-21https://aicouncil.com/talks-archive/building-the-open-data-lakehouse2023-01-21https://aicouncil.com/talks25/gdpr-discover-the-main-challenges-considerations2025-11-30https://aicouncil.com/talks26/the-agentic-database-a-new-way-to-interact-with-your-data2026-03-09https://aicouncil.com/speaker/apache-kafka-and-the-rise-of-stream-processing2021-11-03https://aicouncil.com/talks/track-host-data-platforms-and-pipelines2024-01-03https://aicouncil.com/talks-archive/ai-launchpad-2025-guilde2025-03-18https://aicouncil.com/profile/xinlu-huang2019-03-14https://aicouncil.com/speakers/carlos-herrera2025-12-02https://aicouncil.com/talks24/from-concurrency-control-to-concurrent-scheduling2025-04-15https://aicouncil.com/profile/andy-pavlo2019-03-14https://aicouncil.com/talks24/prediction-based-decisions-and-fairness-choices-assumptions-and-definitions2024-01-16https://aicouncil.com/talks-0/vc-panel-talk-sf182022-04-29https://aicouncil.com/speakers/wes-mckinney2025-12-02https://aicouncil.com/speakers/james-campbell2025-12-02https://aicouncil.com/talks25/data-lineage-with-apache-airflow-using-openlineage2025-11-30https://aicouncil.com/talks26/like-legos-but-better-an-interactive-workshop-on-the-building-blocks-of-user-segmentation-with-reverse-etl2026-03-09https://aicouncil.com/talks24/eval-agents-how-to-solve-error-cascades-in-agents2025-02-20https://aicouncil.com/talks24/amundsen-from-discovering-data-to-securing-data2024-01-16https://aicouncil.com/speakers/leah-weiss2025-12-02https://aicouncil.com/profile/jill-cates2026-03-14https://aicouncil.com/profile/robert-winslow2019-03-14https://aicouncil.com/speakers/skip-everling2025-12-02https://aicouncil.com/talks26/what-is-a-dataset-emerging-core-concepts-in-the-modern-data-stack2026-03-09https://aicouncil.com/profile/lucy-wang2019-03-14https://aicouncil.com/datasets-not-dashboardshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Sameer%20Al-Sakran.pngSameerAlSakranSameerAlSakranhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2018-05-21https://aicouncil.com/talks24/small-data-and-the-model-stack2024-01-16https://aicouncil.com/blog/datahubhttps://www.datacouncil.ai/hubfs/OS%20project%20featured%20image%20November%202020.jpegOSprojectfeaturedimageNovember2020OSprojectfeaturedimageNovember2020https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-11-04https://aicouncil.com/talks-archive/beyond-mlops-building-ai-systems-with-metaflow2024-01-27https://aicouncil.com/profile/joshua-hendinata2019-06-15https://aicouncil.com/speakers-archive/leonhard-spiegelberg2026-02-18https://aicouncil.com/talks-0/core-data-science-nyc-192022-04-29https://aicouncil.com/talks/building-a-cloud-native-sql-database2024-01-03https://aicouncil.com/talks25/zipline-airbnbs-declarative-feature-engineering-framework2025-11-30https://aicouncil.com/talks26/building-a-control-plane-for-data2026-03-09https://aicouncil.com/profile/leigh-marie-braswell2023-03-06https://aicouncil.com/talks24/5-lessons-from-the-classroom-for-evaluating-agents2026-03-14https://aicouncil.com/talks26/openais-responses-api-a-new-foundation-for-building-with-models-tools2026-03-09https://aicouncil.com/talks25/how-developers-should-think-about-the-emerging-ai-stack2025-11-30https://aicouncil.com/speakers/ravin-kumar2025-12-02https://aicouncil.com/talks-0/data-reliability-for-data-lakes2022-04-29https://aicouncil.com/talks26/dynamic-pricing-and-marketplace-health2026-03-09https://aicouncil.com/talks25/the-limitations-of-big-data-in-predictive-analytics2025-11-30https://aicouncil.com/speakers/soups-ranjan2025-12-02https://aicouncil.com/speakers-archive/emmanuel-ameisen2020-07-02https://aicouncil.com/talks24/building-an-open-data-lake-house-using-trino-and-apache-iceberg2024-01-16https://aicouncil.com/talks/writing-unit-tests-for-data-science-code2024-01-03https://aicouncil.com/talks/rlvr-in-practice-from-synthetic-data-to-grpo2024-01-03https://aicouncil.com/talks-0/a-multi-armed-bandit-framework-for-recommendations-at-netflix2022-04-29https://aicouncil.com/speaker-informationhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/Pano2.pngPano2Pano22019-10-16https://aicouncil.com/talks24/track-host-data-platforms-and-pipelines2024-01-16https://aicouncil.com/speakers/george-davis2025-12-02https://aicouncil.com/profile/elijah-ben-izzy2024-02-17https://aicouncil.com/talks25/discovering-data-insights-through-neural-networks2025-11-30https://aicouncil.com/talks24/cockroachdb-architecture-of-a-geo-distributed-sql-database2024-01-16https://aicouncil.com/talks-0/a-101-in-time-series-analytics-with-apache-arrow-pandas-and-parquet2024-01-26https://aicouncil.com/profile/vishakha-gupta-cledat2020-02-26https://aicouncil.com/speakers/yevgeniy-meyer2025-12-02https://aicouncil.com/talks26/typesafe-ai2026-03-31https://aicouncil.com/talks25/cloudquery-open-source-high-performance-cross-language-elt-framework-powered-by-apache-arrow2025-11-30https://aicouncil.com/talks-0/making-data-science-accessible-at-scale2022-04-29https://aicouncil.com/talks25/how-to-optimize-apache-spark-cloud-clusters-for-cost-and-runtime-goals-with-sync-computing2025-11-30https://aicouncil.com/talks/data-product-success-aligning-with-datas-core-purpose-a-framework-for-data-product-management-for-increasing-adoption-and-user-love2024-01-03https://aicouncil.com/speakers/nathan-sooter2025-12-02https://aicouncil.com/talks26/computer-vision-in-space2026-03-09https://aicouncil.com/talks26/cost-containment-a-critical-piece-of-your-data-teams-roi2026-03-09https://aicouncil.com/talks25/the-right-stuff-lessons-learned-from-a-decade-of-data-engineering2025-11-30https://aicouncil.com/talks/build-ai-apps-with-llama-2-in-10-minutes-with-snowflake-cortex2024-01-03https://aicouncil.com/talks-archive/blending-event-stream-processing-with-machine-learning-using-the-kafka-ecosystem2019-08-30https://aicouncil.com/talks/the-highs-and-lows-of-building-an-adtech-data-pipeline2024-01-03https://aicouncil.com/speakers/haytham-abuelfutuh2025-12-02https://aicouncil.com/talks26/how-to-do-segmentation-right-a-practical-guide-for-data-scientists2026-03-09https://aicouncil.com/talks24/automatically-fix-data-issues-label-errors-in-most-ml-datasets2024-01-16https://aicouncil.com/talks-0/beyond-pipelines-introducing-pubsub-for-tables2025-04-18https://aicouncil.com/profile/andy-eschbacher2019-03-27https://aicouncil.com/speakers-archive/mateo-garc%C3%ADa2023-01-26https://aicouncil.com/talks/explainable-ai2024-01-03https://aicouncil.com/talks-0/reproducibility-in-data-science2022-04-29https://aicouncil.com/talks-archive/track-host-streaming-systems2019-08-29https://aicouncil.com/speakers-archive/sheeri-cabral2024-02-21https://aicouncil.com/talks24/hierarchical-forecasting-in-python2024-01-16https://aicouncil.com/talks24/scale-processes-not-people-how-data-teams-do-more-with-less-by-adopting-software-engineering-best-practices2024-01-16https://aicouncil.com/speakers/jj-allaire2025-12-02https://aicouncil.com/speakers/dan-mejia2025-12-02https://aicouncil.com/speakers/mike-freedman2025-12-02https://aicouncil.com/talks24/real-time-retrieval-with-deep-learning-benefits-and-challenges2024-01-16https://aicouncil.com/talks-0/artwork-personalization-at-netflix2022-04-29https://aicouncil.com/talks/building-a-programming-by-example-pbe-framework-in-trifacta-lessons-learned-and-implications-for-data-analytics2024-01-03https://aicouncil.com/profile/stefania-olafsd%C3%B3ttir2025-04-17https://aicouncil.com/talks-archive/a-data-and-knowledge-driven-approach-for-mental-health-policy-making-at-world-health-organization2019-09-30https://aicouncil.com/talks24/the-secret-life-of-predictive-models2024-01-16https://aicouncil.com/speakers/dario-pascual2025-12-02https://aicouncil.com/talks24/the-customer-as-the-unit-of-analysis-models-metrics-and-a-multitude-of-uses2024-01-16https://aicouncil.com/talks26/agile-ai-from-research-production-to-customer-adoption2026-03-09https://aicouncil.com/speakers/charles-frye2025-12-02https://aicouncil.com/profile/seth-rosen2021-11-09https://aicouncil.com/speakers/fedor-zhdanov2025-12-02https://aicouncil.com/talks/mds-party-at-the-back-notebooks-at-the-front2024-01-03https://aicouncil.com/profile/matthew-humeau2024-01-26https://aicouncil.com/speaker/how-to-make-fewer-bad-decisions-eric-colson2021-11-03https://aicouncil.com/talks-0/machine-learning-infrastructure-at-an-early-stage2022-04-29https://aicouncil.com/talks-archive/causal-data-science-and-modeling2019-10-29https://aicouncil.com/talks/from-playgrounds-to-production-the-evolution-of-ai-evaluation-at-coda2024-01-31https://aicouncil.com/talks-archive/putting-data-to-work-for-global-urban-development2025-02-10https://aicouncil.com/talks25/coming-soon2025-11-30https://aicouncil.com/talks24/processing-trillions-of-records-at-okta-with-mini-serverless-databases2024-01-31https://aicouncil.com/profile/brent-cohn2024-01-10https://aicouncil.com/talks-archive/hot-takes-and-tragic-mistakes-how-not-to-integrate-data-people-in-your-app-dev-team-workflows2023-01-13https://aicouncil.com/profile/jordi-vitria2019-08-29https://aicouncil.com/talks25/presto-optimizing-performance-of-sql-on-anything2025-11-30https://aicouncil.com/speakers-archive/chad-sanderson2021-11-23https://aicouncil.com/speakers-archive/sean-owen2023-03-28https://aicouncil.com/talks/future-of-data-science-nyc192024-01-03https://aicouncil.com/talks/why-streaming-sql-the-semantics-and-challenges-of-applying-sql-to-unbounded-data2024-01-29https://aicouncil.com/speakers-archive/mohammed-ridwanul2019-12-06https://aicouncil.com/talks25/enabling-full-stack-data-scientists-at-stitch-fix2025-11-30https://aicouncil.com/talks/issue-with-tracking-fail-that-build2024-01-03https://aicouncil.com/talks-0/causal-inference-methods-for-bridging-experiments-and-strategic-impact2025-02-20https://aicouncil.com/speakers/alex-merced2025-12-02https://aicouncil.com/speakers/erin-palmer2025-12-02https://aicouncil.com/speaker/the-customer-as-the-unit-of-analysis-models-metrics-and-a-multitude-of-uses2021-11-03https://aicouncil.com/talks24/bike-sharing-revenue-maximization2024-01-16https://aicouncil.com/speakers/andrew-colombi2025-12-02https://aicouncil.com/talks/building-a-data-foundation-for-multimodal-foundation-models2025-03-13https://aicouncil.com/talks26/processing-trillions-of-records-at-okta-with-mini-serverless-databases2026-03-09https://aicouncil.com/talks/panel-data-lineage-weve-come-a-long-way2024-01-27https://aicouncil.com/talks24/automl-the-assembly-line-of-machine-learning2024-01-16https://aicouncil.com/talks26/uncertainty-aware-food-recognition-by-deep-learning2026-03-09https://aicouncil.com/speakers-archive/daniel-olmedilla2024-01-26https://aicouncil.com/blog/pytorch-lightning-ksqldb-good-readshttps://www.datacouncil.ai/hubfs/Top%2010%20March%202020(1).jpgTop10March20201Top10March20201https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-04-21https://aicouncil.com/talks25/events-sourcing-with-kafka-at-scale2025-11-30https://aicouncil.com/profile/david-diaz2019-09-20https://aicouncil.com/profile/herman-schaaf2019-10-14https://aicouncil.com/speakers/dillon-morrison2025-12-02https://aicouncil.com/talks24/trinity-training-a-400b-moe-from-scratch-without-losing-your-mind2026-02-18https://aicouncil.com/making-decisions-in-high-dimensionshttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/eric-novik.pngericnovikericnovik2017-11-08https://aicouncil.com/talks-0/the-future-of-data-science-in-the-media2022-04-29https://aicouncil.com/talks26/evolution-of-data-ingestion-and-product-instrumentation-at-prezi2026-03-09https://aicouncil.com/talks-archive/content-based-recommendations-using-word-embeddings-to-automate-related-content-generation-at-buzzfeed2019-07-31https://aicouncil.com/hoodie-an-open-source-incremental-processing-framework-from-uberhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Vinoth_Chander_Uber_DataEngConf.pngVinothChanderUberDataEngConfVinothChanderUberDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-09-20https://aicouncil.com/talks26/leveraging-compute2026-03-09https://aicouncil.com/talks25/a-label-free-world-current-state-of-unsupervised-deep-learning2025-11-30https://aicouncil.com/talks/optimizing-time-to-data-through-streams-and-data-abstraction2024-01-03https://aicouncil.com/speakers-archive/vishnu-vasanth2025-02-27https://aicouncil.com/talks-0/designing-and-building-metric-trees2023-01-13https://aicouncil.com/talks-archive/monarch-googles-planet-scale-streaming-monitoring-infrastructure2019-11-01https://aicouncil.com/talks/ai-launchpad-2025-topk2025-03-18https://aicouncil.com/talks/more-than-a-vibe-ai-driven-sql-that-actually-works2025-03-25https://aicouncil.com/talks26/the-future-of-data-engineering-in-a-post-ai-world2026-03-09https://aicouncil.com/talks-0/from-concurrency-control-to-concurrent-scheduling2025-04-15https://aicouncil.com/talks/llm-observability-and-evaluations2024-02-07https://aicouncil.com/talks24/the-limitations-of-big-data-in-predictive-analytics2024-01-16https://aicouncil.com/talks/dynamic-pricing-and-marketplace-health2024-01-03https://aicouncil.com/talks-archive/like-legos-but-better-an-interactive-workshop-on-the-building-blocks-of-user-segmentation-with-reverse-etl2023-02-05https://aicouncil.com/talks/the-trade-off-between-strict-validation-and-accepting-anything2024-01-03https://aicouncil.com/speakers-archive/david-wilson2023-03-13https://aicouncil.com/talks-0/ai-launchpad-2025-quesma2025-03-18https://aicouncil.com/speakers-archive/le-zhang2019-12-06https://aicouncil.com/talks25/empowering-data-teams-a-step-by-step-playbook-for-leads-and-managers2025-11-30https://aicouncil.com/talks24/building-a-programming-by-example-pbe-framework-in-trifacta-lessons-learned-and-implications-for-data-analytics2024-01-16https://aicouncil.com/talks/behind-the-curtain-what-it-takes-to-support-the-worlds-most-popular-open-source-communities2024-01-03https://aicouncil.com/profile/doug-daniels2019-03-14https://aicouncil.com/talks-archive/make-vibe-coding-safe-how-to-test-with-playwright2026-02-18https://aicouncil.com/speakers-archive/dadi-atar2025-02-27https://aicouncil.com/talks-0/track-host-hero-engineering-san-francisco-20182022-04-29https://aicouncil.com/talks26/using-causal-forests-for-subpopulation-identification-in-randomized-clinical-trials2026-03-09https://aicouncil.com/speakers/julian-hyde2025-12-02https://aicouncil.com/speakers/ethan-guo-yihua2025-12-02https://aicouncil.com/talks/using-apache-spark-for-processing-trillions-of-records-each-day-at-datadog2024-01-03https://aicouncil.com/talks-0/actionable-and-interpretable-predictions-from-a-stacked-model2022-04-29https://aicouncil.com/profile/sergio-martinez-ortuno2019-03-14https://aicouncil.com/talks-archive/5-lessons-from-the-classroom-for-evaluating-agents2026-03-14https://aicouncil.com/talks25/prompt-to-production-building-from-traditional-saas-to-true-ai-native-saas2026-03-31https://aicouncil.com/talks25/hazardous-models-and-risk-mitigation-in-real-estate2025-11-30https://aicouncil.com/talks-archive/agi-is-already-here-but-its-not-what-you-think2025-02-10https://aicouncil.com/talks/the-return-of-the-olap-cube2024-01-03https://aicouncil.com/volunteer-submission-confirmationhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/Singapore%20Skyline.pngSingaporeSkylineSingaporeSkylinehttps://www.datacouncil.ai/hubfs/DataEngConf/bcn.pngbcnbcnhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataEngConf/sf.pngsfsfhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/Backgrounds/Untitled%20design.jpgUntitleddesignUntitleddesign2019-07-31https://aicouncil.com/ibmhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Data%20Council/IBM%20Data%20Council%20CFP.jpgIBMDataCouncilCFPIBMDataCouncilCFPhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/Pano2.pngPano2Pano22020-01-22https://aicouncil.com/talks26/building-automated-support-at-kickstarter2026-03-09https://aicouncil.com/speaker/a-multi-armed-bandit-framework-for-recommendations-at-netflix-elliot-chow2021-11-03https://aicouncil.com/talks26/scaling-data-reliably-a-journey-in-growing-through-data-pain-points2026-03-09https://aicouncil.com/talks-archive/data-for-impact-levering-llms-for-nonprofit-social-research2024-02-17https://aicouncil.com/speakers-archive/ethan-rosenthal2019-12-06https://aicouncil.com/talks/trimming-the-long-tail-of-production-model-ownership-at-hinge-2025-02-10https://aicouncil.com/speaker-bio/william-nelson2019-02-25https://aicouncil.com/talks25/engineering-earths-largest-biological-data-pipeline2025-11-30https://aicouncil.com/talks/automating-machine-learning2024-01-03https://aicouncil.com/talks-0/flyte-cloud-native-machine-learning-and-data-processing-platform2022-04-29https://aicouncil.com/talks26/conversation-simulator-a-real-life-use-case-leveraging-openais-api2026-03-09https://aicouncil.com/profile/diptanu-gon-choudhury2025-03-10https://aicouncil.com/talks26/transfer-learning-in-nlp-how-to-help-small-teams-account-for-small-datasets2026-03-09https://aicouncil.com/talks24/simulation-based-inference-advantages-over-a-b-testing-in-real-estate2024-01-16https://aicouncil.com/profile/heidi-razavi2019-04-07https://aicouncil.com/talks26/predictive-modeling-on-its-head-a-pipeline-that-finds-cancer-asthma-and-hemophilia2026-03-09https://aicouncil.com/talks24/causal-data-science2024-01-16https://aicouncil.com/talks25/accelerate-source-to-signal-data-engineering-efficiency2025-11-30https://aicouncil.com/talks/writing-machine-learning-code-in-rust2024-01-03https://aicouncil.com/talks/building-responsible-and-trustworthy-generative-ai-products-at-linkedin2024-01-26https://aicouncil.com/talks26/llms-semantic-layer-self-serve-has-entered-the-chat2026-03-09https://aicouncil.com/speakers/avik-basu2026-03-14https://aicouncil.com/talks24/building-sota-search-its-ranking-all-the-way-down2025-04-18https://aicouncil.com/talks-0/industrial-applications-of-ai2022-04-29https://aicouncil.com/real-time-text-matching-at-scalehttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Shayan%20Mohanty.pngShayanMohantyShayanMohantyhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-05-21https://aicouncil.com/talks/lessons-from-rl-systems-that-looked-fine-until-they-didnt2026-02-18https://aicouncil.com/talks-0/creating-knowledge-graphs-via-a-symbiosis-of-data-science-and-data-engineering2022-04-29https://aicouncil.com/speakers/katie-hindson2025-12-02https://aicouncil.com/profile/tanya-bragin2025-01-13https://aicouncil.com/speakers-archive/claudia-perlich2019-12-06https://aicouncil.com/talks24/data-pipeline-frameworks-the-dream-and-the-reality2024-01-16https://aicouncil.com/speakers-archive/liz-maida2019-12-06https://aicouncil.com/talks24/kubernetes-native-workflow-orchestration-with-argo2024-01-16https://aicouncil.com/talks25/training-data-preparation-for-netflix-personalization2025-11-30https://aicouncil.com/profile/tejas-manohar2021-10-16https://aicouncil.com/talks-archive/publishing-jupyter-notebooks-with-quarto2023-01-18https://aicouncil.com/talks-archive/context-engineering-for-video-intelligence-beyond-model-scale-to-real-world-impact2026-03-31https://aicouncil.com/talks-archive/presto-fast-sql-on-anything2019-07-31https://aicouncil.com/speakers/timothy-chan2025-12-02https://aicouncil.com/talks24/running-effective-machine-learning-teams-common-issues-challenges-and-solutions2024-01-16https://aicouncil.com/talks25/making-friends-with-generative-models2025-11-30https://aicouncil.com/speaker/accelerating-machine-learning-with-training-data-management2021-11-03https://aicouncil.com/talks25/make-too-much-knowledge-just-enough.-massive-scale-rag-and-graphrag-with-open-source2025-11-30https://aicouncil.com/talks25/how-to-become-indispensable-fundamentals-of-giving-a-fck2025-11-30https://aicouncil.com/speakers/chetan-sharma2025-12-02https://aicouncil.com/talks-0/building-high-performance-recommender-systems-with-feature-stores2022-04-29https://aicouncil.com/talks24/issue-with-tracking-fail-that-build2024-01-16https://aicouncil.com/speakers-archive/joe-karlsson2024-01-30https://aicouncil.com/talks24/ai-is-going-to-break-your-data-platform-are-you-ready2025-02-20https://aicouncil.com/talks24/beyond-simple-ab-testing-advanced-experimentation-tactics2024-01-26https://aicouncil.com/talks25/split-learning-a-resource-efficient-distributed-deep-learning-method-without-sensitive-data-sharing2025-11-30https://aicouncil.com/talks/achieve-better-data-quality-with-data-warehouse-observability2024-01-03https://aicouncil.com/profile/santi-segui2019-08-29https://aicouncil.com/speakers/niels-bantilan2025-12-02https://aicouncil.com/profile/ryan-worl2024-02-21https://aicouncil.com/speakers/anirudh-shah2025-12-02https://aicouncil.com/talks-archive/engineering-earths-largest-biological-data-pipeline2025-02-10https://aicouncil.com/talks-archive/how-to-do-segmentation-right-a-practical-guide-for-data-scientists2019-07-31https://aicouncil.com/speakers/diego-oppenheimer2025-12-02https://aicouncil.com/talks-0/streaming-cdc-data-from-postgresql-to-snowflake-challenges-and-solutions2024-03-26https://aicouncil.com/talks-0/what-goes-around-comes-around...-and-around2025-02-20https://aicouncil.com/talks25/open-source-success-learnings-from-1-billion-downloads2025-11-30https://aicouncil.com/speakers/rohan-kodialam2026-02-18https://aicouncil.com/talks24/hoodie-an-open-source-incremental-processing-framework-from-uber2024-01-16https://aicouncil.com/talks25/teams-data-its-science2025-11-30https://aicouncil.com/profile/ananth-packkildurai2019-08-19https://aicouncil.com/talks25/forgiveness-not-permission-running-agents-on-production-data2026-03-01https://aicouncil.com/speaker-bio/kamil-bajda-pawlikowski2019-02-25https://aicouncil.com/talks/statistical-and-computational-challenges-of-real-time-news-clustering2024-01-03https://aicouncil.com/speaker/machine-learning-infrastructure-at-an-early-stage2021-11-03https://aicouncil.com/talks-0/fast-reactions-planning-and-reasoning-quickly-with-llms2024-02-17https://aicouncil.com/talks24/beyond-mlops-building-ai-systems-with-metaflow2024-01-27https://aicouncil.com/talks/generative-ai-and-the-natural-language-interface-for-data2024-01-03https://aicouncil.com/talks26/the-customer-as-the-unit-of-analysis-models-metrics-and-a-multitude-of-uses2026-03-09https://aicouncil.com/talks-archive/building-resilient-machine-learning-pipelines-with-iot-data2019-07-31https://aicouncil.com/talks-archive/building-a-music-analytics-pipeline-at-pandora2019-07-31https://aicouncil.com/speaker/scaling-personalization-via-machine-learned-assortment-optimization2021-11-03https://aicouncil.com/profile/mehrnoosh-sameki2020-07-27https://aicouncil.com/profile/taylor-murphy2022-12-08https://aicouncil.com/talks25/data-at-startups-panel-singapore-20192025-11-30https://aicouncil.com/talks26/oops-i-did-it-again-adapting-a-pop-music-identifier-to-find-syndicated-content-in-talk-radio2026-03-09https://aicouncil.com/speakers-archive/kathy-baxter2020-02-28https://aicouncil.com/talks26/taking-recommendation-to-the-masses2026-03-09https://aicouncil.com/speaker-bio/robert-winslow2019-02-25https://aicouncil.com/speakers/herman-schaaf2025-12-02https://aicouncil.com/talks24/just-because-your-data-is-unstructured-doesnt-mean-it-should-be-onerous2024-01-16https://aicouncil.com/talks-archive/tackling-io-challenges-in-modern-data-lakes2024-02-21https://aicouncil.com/talks-0/online-learning-of-website-embeddings-for-accurate-prediction-of-user-behavior-even-when-data-are-scarce2022-04-29https://aicouncil.com/speaker-bio/corey-bort2019-02-25https://aicouncil.com/talks25/continuous-data-pipeline-for-real-time-benchmarking-and-data-set-augmentation2025-11-30https://aicouncil.com/speakers-archive/dean-pleban2023-01-26https://aicouncil.com/talks/a-local-first-approach-to-extremely-fast-streaming-visualization2025-03-18https://aicouncil.com/how-ubers-data-platform-evolved-over-timehttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Reza%20Shiftehar.pngRezaShifteharRezaShifteharhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2018-05-29https://aicouncil.com/talks/industrial-applications-of-ai2024-01-03https://aicouncil.com/talks/the-model-is-not-the-product2025-03-31https://aicouncil.com/speakers/jason-ganz2026-02-18https://aicouncil.com/talks26/make-vibe-coding-safe-how-to-test-with-playwright2026-03-09https://aicouncil.com/talks26/technical-founders-panel-nyc182026-03-09https://aicouncil.com/sponsor-2026https://www.datacouncil.ai/hubfs/Data-Council-Day-Three-2025-199.jpegDataCouncilDayThree2025199DataCouncilDayThree2025199https://www.datacouncil.ai/hubfs/Special%20Workshop%20Opp-1.pngSpecialWorkshopOpp1SpecialWorkshopOpp1https://www.datacouncil.ai/hubfs/Sales%20Leads.pngSalesLeadsSalesLeadshttps://www.datacouncil.ai/hubfs/9%20-%20Sigma.png9Sigma9Sigmahttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-607.jpgDataCouncilDayOne2025607DataCouncilDayOne2025607https://www.datacouncil.ai/hubfs/Data-Council-Day-Two-2025-222.jpgDataCouncilDayTwo2025222DataCouncilDayTwo2025222https://www.datacouncil.ai/hubfs/6%20-%20Datadog.png6Datadog6Datadoghttps://www.datacouncil.ai/hubfs/Data-Council-Day-Three-2025-161.jpgDataCouncilDayThree2025161DataCouncilDayThree2025161https://www.datacouncil.ai/hubfs/1516631698455.jpg15166316984551516631698455https://www.datacouncil.ai/hubfs/Data-Council-Day-Two-2025-306.jpgDataCouncilDayTwo2025306DataCouncilDayTwo2025306https://www.datacouncil.ai/hubfs/Data-Council-Day-Two-2025-270.jpgDataCouncilDayTwo2025270DataCouncilDayTwo2025270https://www.datacouncil.ai/hubfs/11%20Hex.png11Hex11Hexhttps://www.datacouncil.ai/hubfs/aicouncil-x%20(1200%20x%20628%20px)%20(1).pngaicouncilx1200x628px1aicouncilx1200x628px1https://www.datacouncil.ai/hubfs/13-3.png133133https://www.datacouncil.ai/hubfs/cube-1.pngcube1cube1https://www.datacouncil.ai/hubfs/Recruiting.pngRecruitingRecruitinghttps://www.datacouncil.ai/hubfs/Data-Council-Day-Two-2025-348.jpgDataCouncilDayTwo2025348DataCouncilDayTwo2025348https://www.datacouncil.ai/hubfs/1%20-%20Google%20Cloud-1.png1GoogleCloud11GoogleCloud1https://www.datacouncil.ai/hubfs/1516867001720.jpg15168670017201516867001720https://www.datacouncil.ai/hubfs/sponsor-1.jpgsponsor1sponsor1https://www.datacouncil.ai/hubfs/3%20-%20Vectara.png3Vectara3Vectarahttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/8%20-%20Starburst.png8Starburst8Starbursthttps://www.datacouncil.ai/hubfs/Data-Council-Day-Three-2025-184.jpgDataCouncilDayThree2025184DataCouncilDayThree2025184https://www.datacouncil.ai/hubfs/dc24-4.jpgdc244dc244https://www.datacouncil.ai/hubfs/4%20-%20Databricks.png4Databricks4Databrickshttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-130.jpgDataCouncilDayOne2025130DataCouncilDayOne2025130https://www.datacouncil.ai/hubfs/Data-Council-Day-Two-2025-109.jpgDataCouncilDayTwo2025109DataCouncilDayTwo2025109https://www.datacouncil.ai/hubfs/2%20-%20Pydantic.png2Pydantic2Pydantichttps://www.datacouncil.ai/hubfs/10%20-%20Hightouch.png10Hightouch10Hightouchhttps://www.datacouncil.ai/hubfs/Data-Council-Day-Two-2025-201.jpgDataCouncilDayTwo2025201DataCouncilDayTwo2025201https://www.datacouncil.ai/hubfs/Data-Council-Day-Two-2025-309.jpgDataCouncilDayTwo2025309DataCouncilDayTwo2025309https://www.datacouncil.ai/hubfs/7%20-%20Snyk.png7Snyk7Snykhttps://www.datacouncil.ai/hubfs/14-4.png144144https://www.datacouncil.ai/hubfs/Community%20Building.pngCommunityBuildingCommunityBuildinghttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-72.jpgDataCouncilDayOne202572DataCouncilDayOne202572https://www.datacouncil.ai/hubfs/5%20-%20Snowflake.png5Snowflake5Snowflakehttps://www.datacouncil.ai/hubfs/Thought%20Leadership.pngThoughtLeadershipThoughtLeadershiphttps://www.datacouncil.ai/hubfs/12%20-%20Dagster.png12Dagster12Dagsterhttps://www.datacouncil.ai/hubfs/Awesome%20Side%20Events-1.pngAwesomeSideEvents1AwesomeSideEvents12026-01-21https://aicouncil.com/speakers/kartik-nagappa2025-12-02https://aicouncil.com/speaker-bio/neelesh-salian2019-02-25https://aicouncil.com/profile/celina-wong2024-02-07https://aicouncil.com/talks26/the-mythical-agent-month2026-03-14https://aicouncil.com/profile/marco-bressan2019-03-14https://aicouncil.com/talks-archive/keynote-the-deconstructed-database-and-the-advent-of-the-open-data-lake2025-02-10https://aicouncil.com/free-ticket-competition-termshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2019-01-24https://aicouncil.com/speakers/hamel-husain2025-12-02https://aicouncil.com/talks25/balancing-broad-data-access-with-usability-at-scale2025-11-30https://aicouncil.com/speaker-bio/lauren-chircus2019-02-25https://aicouncil.com/talks26/how-to-use-your-development-data-to-make-llms-code-like-you-and-your-team2026-03-09https://aicouncil.com/talks26/scalability-but-at-what-cost2026-03-09https://aicouncil.com/speakers-archive/carmen-herrero2019-12-06https://aicouncil.com/talks26/ai-farming-100x-the-yield-with-a-data-team-of-12026-03-09https://aicouncil.com/talks/technical-founders-panel-nyc182024-01-03https://aicouncil.com/talks/mlops-for-machine-learning-sustainability-scalability-and-governance2024-01-03https://aicouncil.com/speakers/simba-khadder2026-03-01https://aicouncil.com/talks26/building-responsible-ai-best-practices-across-the-product-development-lifecycle2026-03-09https://aicouncil.com/talks-0/cockroachdb-architecture-of-a-geo-distributed-sql-database2022-04-29https://aicouncil.com/talks/introducing-pixeltable-open-source-data-infrastructure-for-multimodal-ai2025-02-10https://aicouncil.com/profile/micah-wylde2024-01-29https://aicouncil.com/speakers-archive/david-margulies2024-02-21https://aicouncil.com/talks-0/democratizing-metric-definition-and-discovery-at-airbnb2022-04-29https://aicouncil.com/speakers/matei-zaharia2025-12-02https://aicouncil.com/talks-0/how-to-build-a-genai-application-with-vectara-a-step-by-step-guide2024-01-02https://aicouncil.com/talks-0/validating-evolving-anonymizing-data-in-real-time2022-04-29https://aicouncil.com/talks25/track-host-streaming-systems-nyc192025-11-30https://aicouncil.com/profile/george-davis2019-03-14https://aicouncil.com/profile/kai-rikhye2019-10-23https://aicouncil.com/talks/ai-products-sf202024-01-03https://aicouncil.com/talks/building-developer-tools-at-the-right-level-of-abstraction2024-01-03https://aicouncil.com/talks-0/anomaly-detection-for-data-quality-and-metric-shifts-at-netflix2022-04-29https://aicouncil.com/talks-0/materializedbt-streaming-for-the-modern-data-stack2022-04-29https://aicouncil.com/talks-archive/data-lineage-with-apache-airflow-using-openlineage2021-11-17https://aicouncil.com/profile/amit-sharma2019-03-14https://aicouncil.com/talks/data-for-the-992024-01-03https://aicouncil.com/profile/fred-moyer2019-03-14https://aicouncil.com/speakers-archive/dillon-morrison2025-04-08https://aicouncil.com/profile/nick-ursa2019-03-14https://aicouncil.com/talks26/scale-processes-not-people-how-data-teams-do-more-with-less-by-adopting-software-engineering-best-practices2026-03-09https://aicouncil.com/building-automated-support-at-kickstarterhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/jeffrey-bw-round.pngjeffreybwroundjeffreybwroundhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-12-20https://aicouncil.com/speakers-archive/rushabh-mehta2026-02-18https://aicouncil.com/talks24/split-learning-a-resource-efficient-distributed-deep-learning-method-without-sensitive-data-sharing2024-01-16https://aicouncil.com/talks26/building-a-scalable-real-time-data-pipeline2026-03-09https://aicouncil.com/talks/efficiently-storing-and-calculating-engagement-metrics-at-massive-scale2024-01-03https://aicouncil.com/talks26/streamlining-entry-into-streaming-analytics-with-jupyterhub-and-apache-flink2026-03-09https://aicouncil.com/profile/jordan-volz2024-01-04https://aicouncil.com/speakers-archive/greg-johnson2023-01-18https://aicouncil.com/speakers/maddie-schults2025-12-02https://aicouncil.com/speakers/darlene-volas2025-12-02https://aicouncil.com/talks25/the-value-of-data-for-citizens-and-health-professionals2025-11-30https://aicouncil.com/speakers/shinji-kim2025-12-02https://aicouncil.com/speakers-archive/edwin-ong2019-12-06https://aicouncil.com/profile/shayan-mohanty2021-12-09https://aicouncil.com/profile/iker-martinez-de-apellaniz2019-03-14https://aicouncil.com/talks25/building-explainable-ai2025-11-30https://aicouncil.com/speaker-bio/jocelyn-goldfein2019-02-25https://aicouncil.com/group-checkouthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2019-03-27https://aicouncil.com/talks-0/apache-kafka-and-the-rise-of-stream-processing2022-04-29https://aicouncil.com/talks24/building-automated-support-at-kickstarter2024-01-16https://aicouncil.com/speakers-archive/fernando-cucchietti2019-12-06https://aicouncil.com/talks25/how-to-properly-evaluate-your-ml-model2025-11-30https://aicouncil.com/talks26/optimizing-model-training-end-to-end-a-tiny-moe-case-study2026-03-09https://aicouncil.com/talks26/unified-data-experience-unleashing-the-value-of-bp-data2026-03-09https://aicouncil.com/talks-0/rethinking-transportation-in-cities-making-traffic-smarter-through-optimization-and-location-intelligence2022-04-29https://aicouncil.com/speakers-archive/peter-lenz2019-12-06https://aicouncil.com/talks-0/data-products-arent-just-for-data-teams2023-01-31https://aicouncil.com/blog/halo-tech-featured-startup-sf18https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-02https://aicouncil.com/talks26/bias-variance-and-adaptive-products2026-03-09https://aicouncil.com/talks24/driving-in-dataland2024-01-16https://aicouncil.com/talks/accelerate-source-to-signal-data-engineering-efficiency2024-01-03https://aicouncil.com/talks26/building-a-self-service-platform-for-continuous-real-time-feature-generation-for-machine-learning2026-03-09https://aicouncil.com/speakers-archive/jeff-chao2019-12-06https://aicouncil.com/talks26/track-host-hero-engineering-san-francisco-20182026-03-09https://aicouncil.com/talks24/tactical-data-engineering2024-01-16https://aicouncil.com/speakers/greg-neiheisel2025-12-02https://aicouncil.com/talks24/lessons-developing-conversational-ai-virtual-agents2024-01-16https://aicouncil.com/talks-archive/an-introduction-to-big-datas-unsung-hero-the-log2019-07-31https://aicouncil.com/blog/amberdata-featured-startup-sf18https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-13https://aicouncil.com/speaker-bio/gandalf-hernandez2019-02-25https://aicouncil.com/talks/productizing-structural-models2024-01-03https://aicouncil.com/talks25/designing-and-building-metric-trees2025-11-30https://aicouncil.com/talks25/chaos-by-design-solving-the-unsolvable-ai-agent-testing-problem2025-11-30https://aicouncil.com/speakers-archive/daniel-selans2023-02-14https://aicouncil.com/profile/sean-knapp2019-09-20https://aicouncil.com/talks26/building-explainable-ai2026-03-09https://aicouncil.com/talks/writing-correct-data-analysis-code2024-01-03https://aicouncil.com/talks26/productizing-structural-models2026-03-09https://aicouncil.com/talks-archive/teamwork-makes-the-open-source-dream-work-the-power-of-cross-community-collaboration2023-01-31https://aicouncil.com/talks/discovering-data-insights-through-neural-networks2024-01-03https://aicouncil.com/talks/ai-cram-session2025-02-10https://aicouncil.com/talks24/kafka-meets-scale2024-01-16https://aicouncil.com/talks-0/creating-our-own-kubernetes-and-docker-to-run-our-data-infrastructure2023-01-13https://aicouncil.com/talks-archive/generative-ai-for-search2023-01-13https://aicouncil.com/talks24/open-source-success-learnings-from-1-billion-downloads2025-02-14https://aicouncil.com/talks25/track-host-data-platforms-and-pipelines2025-11-30https://aicouncil.com/talks-0/breaking-the-proof-of-concept-cycle-stop-prototyping-and-get-into-production2026-02-18https://aicouncil.com/speakers/mitul-tiwari2025-12-02https://aicouncil.com/profile/connor-mcarthur2019-03-14https://aicouncil.com/talks-0/track-host-data-organizations-ethics2022-04-29https://aicouncil.com/talks24/benchmarking-ai-agents-against-realistic-analytical-tasks-with-ade-bench2026-02-18https://aicouncil.com/talks25/what-does-it-take-to-build-a-postgres-specialized-data-movement-tool2025-11-30https://aicouncil.com/talks-archive/the-art-of-data-reimagining-creative-processes-with-data-culture2025-02-14https://aicouncil.com/profile/elkhan-dadshov2024-01-30https://aicouncil.com/talks25/a-modern-data-stack-in-healthcare2025-11-30https://aicouncil.com/talks24/coming-soon2024-01-16https://aicouncil.com/speakers/lisha-li2025-12-02https://aicouncil.com/profile/daniel-selans2023-02-14https://aicouncil.com/speaker/what-the-heck-is-an-in-memory-data-grid2021-11-03https://aicouncil.com/talks/how-to-create-a-purpose-built-data-indexer2024-02-20https://aicouncil.com/speakers/eric-colson2025-12-02https://aicouncil.com/talks26/generative-ai-for-search2026-03-09https://aicouncil.com/talks24/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processing-snlp2024-01-16https://aicouncil.com/speakers/jesse-anderson2025-12-02https://aicouncil.com/talks-0/rag-in-2025-state-of-the-art-and-the-road-forward-22026-01-12https://aicouncil.com/speakers-archive/eric-sammer2022-12-06https://aicouncil.com/profile/kshitij-grover2026-02-18https://aicouncil.com/talks-archive/real-time-schema-discovery2023-02-14https://aicouncil.com/profile/claudia-perlich2019-03-14https://aicouncil.com/profile/david-lundgren2019-03-14https://aicouncil.com/speakers/pete-soderling2025-12-02https://aicouncil.com/talks-archive/genai-and-datacomp-creating-the-largest-public-multimodal-dataset-in-academia2024-03-09https://aicouncil.com/talks26/ai-needs-a-new-kind-of-oltp-lakebase-serverless-postgres-in-the-agent-era2026-03-14https://aicouncil.com/speakers/maggie-hays2025-12-02https://aicouncil.com/blog/nucypher-featured-startup-sf18https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-05https://aicouncil.com/talks-0/building-a-better-world-with-ai-one-architectural-drawing-at-a-time2023-01-13https://aicouncil.com/talks24/ai-cram-session2025-02-10https://aicouncil.com/talks/elastic-big-data-platform-at-datadog2024-01-03https://aicouncil.com/profile/vicente-valls-rios2019-09-20https://aicouncil.com/talks-archive/explainable-ai2019-09-06https://aicouncil.com/speakers/praneeth-vepakomma2025-12-02https://aicouncil.com/speaker-bio/arun-kejariwal2019-02-25https://aicouncil.com/speaker/worse-case-scenario-in-the-database2021-11-03https://aicouncil.com/speakers-archive/johannes-leppa2019-12-06https://aicouncil.com/talks-archive/iker-martinez-easy-access-to-data-with-presto2019-07-31https://aicouncil.com/talks26/factory-abhay2026-03-27https://aicouncil.com/speaker/define-once-evaluate-anywhere-building-repeatable-and-correct-features-at-stripe2021-11-03https://aicouncil.com/talks25/avoiding-lock-in-with-oss2025-11-30https://aicouncil.com/profile/pete-soderling2022-03-22https://aicouncil.com/talks/reducing-flight-delays-with-kubernetes-and-tensorflow2024-01-03https://aicouncil.com/speaker/scaling-a-relational-database-for-the-cloud-age2021-11-03https://aicouncil.com/talks26/data-science-in-the-enterprise2026-03-09https://aicouncil.com/talks25/orchestrating-at-scale-how-instacart-manages-20m-daily-workflows2025-11-30https://aicouncil.com/profile/peter-lenz2019-03-14https://aicouncil.com/talks/data-science-past-present-future2024-01-03https://aicouncil.com/talks24/the-data-infra-behind-zillows-3x-growth-in-experiment-volume2024-01-16https://aicouncil.com/profile/sid-choudhury2019-04-01https://aicouncil.com/speakers-archive/fred-moyer2019-12-06https://aicouncil.com/speakers/parminder-singh2026-02-25https://aicouncil.com/profile/ahmed-elsamadisi2021-12-18https://aicouncil.com/talks25/track-host-core-data-engineering2025-11-30https://aicouncil.com/talks24/fireside-chat-with-dj-patil2024-01-16https://aicouncil.com/speaker/statistical-and-computational-challenges-of-real-time-news-clustering2021-11-03https://aicouncil.com/talks26/online-learning-of-website-embeddings-for-accurate-prediction-of-user-behavior-even-when-data-are-scarce2026-03-09https://aicouncil.com/talks/kubernetes-native-workflow-orchestration-with-argo2024-01-03https://aicouncil.com/talks25/reproducible-data-infrastructure-at-go-jek2025-11-30https://aicouncil.com/talks24/building-a-lean-ai-startup-lessons-learned2024-01-16https://aicouncil.com/talks-0/big-data-is-dead2023-03-06https://aicouncil.com/talks/from-postgres-to-clickhouse-and-back-building-a-unified-oltp-olap-database-for-ai-workloads2026-02-25https://aicouncil.com/talks25/testing-for-bias-in-production-ml-services2025-11-30https://aicouncil.com/speakers-archive/amit-ramesh2019-12-06https://aicouncil.com/talks25/kubernetes-as-a-streaming-data-platform-a-federated-operator-approach2025-11-30https://aicouncil.com/talks25/time-series-prediction-with-tensorflow2025-11-30https://aicouncil.com/profile/alex-dimakis2024-03-13https://aicouncil.com/talks24/designing-engineering-a-viral-multi-model-ai-workflow-from-prototype-to-300k-users-in-two-weeks2025-03-10https://aicouncil.com/talks24/what-comes-after-deep-learning2026-02-25https://aicouncil.com/talks-0/influxdb-storage-engine-internals2022-04-29https://aicouncil.com/talks-0/writing-unit-tests-for-data-science-code2023-01-13https://aicouncil.com/speaker-bio/andreas-mueller2019-02-25https://aicouncil.com/talks-archive/how-to-create-a-shared-open-standard-for-data-quality2021-11-03https://aicouncil.com/talks-0/building-a-knowledge-graph-using-messy-real-estate-data2022-04-29https://aicouncil.com/talks24/like-legos-but-better-an-interactive-workshop-on-the-building-blocks-of-user-segmentation-with-reverse-etl2024-01-16https://aicouncil.com/talks26/deploying-data-science-for-distribution-of-the-new-york-times2026-03-09https://aicouncil.com/talks25/how-to-be-a-10x-analyst2025-11-30https://aicouncil.com/talks/driving-revenue-by-getting-your-data-outside-your-company2024-01-12https://aicouncil.com/talks26/introduction-to-google-deepminds-models-gemini-2.0-imagen-3-and-veo2026-03-09https://aicouncil.com/talks-0/presto-fast-sql-on-anything2022-04-29https://aicouncil.com/talks-archive/why-it-takes-billions-navigating-the-ai-landscape-with-openai-google-nvidia-and-everyone-else-with-billions-to-spare2024-03-01https://aicouncil.com/profile/daragh-sibley2019-03-14https://aicouncil.com/talks26/building-sota-search-its-ranking-all-the-way-down2026-03-09https://aicouncil.com/speakers/tim-sell2025-12-02https://aicouncil.com/speakers-archive/sam-shah2019-12-06https://aicouncil.com/talks/building-high-performance-recommender-systems-with-feature-stores2024-01-03https://aicouncil.com/speakers/tanya-bragin2025-12-02https://aicouncil.com/talks-0/using-embeddings-to-understand-the-evolution-of-data-science-skill-sets2022-04-29https://aicouncil.com/profile/lukas-biewald2024-03-07https://aicouncil.com/talks-0/fighting-churn-with-data2022-04-29https://aicouncil.com/talks25/what-the-heck-is-an-in-memory-data-grid2025-11-30https://aicouncil.com/speakers/andreas-mueller2025-12-02https://aicouncil.com/talks-0/generative-ai-for-product-builders2023-01-13https://aicouncil.com/speakers-archive/paul-logan2023-01-21https://aicouncil.com/talks26/orchestrating-at-scale-how-instacart-manages-20m-daily-workflows2026-03-09https://aicouncil.com/applying-design-to-solve-scaling-problems-and-evolve-an-architecturehttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/mark-weiss.pngmarkweissmarkweisshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-11-09https://aicouncil.com/profile/joan-viladrosa2019-09-20https://aicouncil.com/speakers-archive/tony-jebara2019-12-06https://aicouncil.com/speakers-archive/pardis-noorzad2023-01-24https://aicouncil.com/talks25/train-deploy-and-run-a-ml-model-using-python-snowpark-and-streamlit2025-11-30https://aicouncil.com/talks-archive/systematic-llm-prompt-optimization-with-dspy-and-databricks2026-03-27https://aicouncil.com/talks/ai-governance-to-ensure-ethics-transparency-and-compliance-in-ai2024-01-03https://aicouncil.com/talks-0/automation-of-machine-learning-workflows-at-bbva2022-04-29https://aicouncil.com/talks-archive/rikai-a-new-data-format-for-analytics-on-unstructured-data-at-scale2021-12-20https://aicouncil.com/talks/designing-and-building-metric-trees2024-01-03https://aicouncil.com/talks-archive/agentic-ai-from-risk-awareness-to-practical-control2026-03-14https://aicouncil.com/talks-0/kubernetes-as-a-streaming-data-platform-a-federated-operator-approach2022-04-29https://aicouncil.com/speakers/baron-schwartz2025-12-02https://aicouncil.com/talks/lakehouse-or-warehouse-where-should-you-live2024-01-03https://aicouncil.com/profile/hiren-patel2025-03-19https://aicouncil.com/talks24/murron-reliable-logging-pipeline2024-01-16https://aicouncil.com/talks25/data-governance-is-not-the-governance-of-data2025-11-30https://aicouncil.com/profile/jack-klamer2024-02-28https://aicouncil.com/talks/amundsen-from-discovering-data-to-securing-data2024-01-03https://aicouncil.com/speakers-archive/sharon-zhou2025-03-29https://aicouncil.com/talks26/making-humans-and-code-gpu-capable-at-mailchimp2026-03-09https://aicouncil.com/talks24/notebooks-as-functions-with-papermill2024-01-16https://aicouncil.com/speakers-archive/xaquin-gv2019-12-06https://aicouncil.com/talks25/observability-at-the-long-tail-why-sampling-production-data-doesnt-work-for-rare-events2025-11-30https://aicouncil.com/talks-archive/make-too-much-knowledge-just-enough.-massive-scale-rag-and-graphrag-with-open-source2025-03-13https://aicouncil.com/talks-0/marquez-a-metadata-service-for-data-abstraction-data-lineage-and-event-based-triggers2022-04-29https://aicouncil.com/talks/the-modern-database-debate-postgresql-and-mongodb2025-03-05https://aicouncil.com/talks-archive/democratizing-analytics-via-self-service-netflix-games-edition2026-02-25https://aicouncil.com/profile/wenjing-zheng2025-01-21https://aicouncil.com/speaker/real-time-system-computing-engines2021-11-03https://aicouncil.com/talks26/emmanuel-ameisen-talk2026-03-09https://aicouncil.com/talks25/creating-a-competitive-advantage-in-the-age-of-intelligence-as-a-service2025-11-30https://aicouncil.com/talks-archive/track-host-data-products2019-07-31https://aicouncil.com/talks-0/scaling-a-data-pipeline-mystery-to-mastery2022-04-29https://aicouncil.com/talks/how-engineer-angels-evaluate-data-oriented-companies2024-01-03https://aicouncil.com/talks26/how-to-teach-an-old-dog-new-tricks-modernizing-a-business-with-data-products2026-03-09https://aicouncil.com/blog/hot-data-tools-pt-2-end-to-end-data-scientists-and-morehttps://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20September%202020.jpegTop10featuredimageSeptember2020Top10featuredimageSeptember2020https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-09-30https://aicouncil.com/talks26/the-next-big-opportunities-in-data-infrastructure2026-03-09https://aicouncil.com/speaker/running-effective-machine-learning-teams-common-issues-challenges-and-solutions2021-11-03https://aicouncil.com/speakers/leo-polovets2025-12-02https://aicouncil.com/speaker/format-wars-from-vhs-and-beta-to-avro-and-parquet2021-11-03https://aicouncil.com/speakers-archive/lukas-biewald2024-03-07https://aicouncil.com/speaker-bio/jeremy-nilmeier2019-02-25https://aicouncil.com/talks24/prompt-to-production-building-from-traditional-saas-to-true-ai-native-saas2026-03-31https://aicouncil.com/talks25/creating-our-own-kubernetes-and-docker-to-run-our-data-infrastructure2025-11-30https://aicouncil.com/talks25/creating-knowledge-graphs-via-a-symbiosis-of-data-science-and-data-engineering2025-11-30https://aicouncil.com/talks24/data-science-past-present-future2024-01-16https://aicouncil.com/profile/alice-leach2023-01-26https://aicouncil.com/talks/modern-data-management-how-to-set-your-data-team-up-for-success2024-01-03https://aicouncil.com/talks24/building-blocks-reusing-queries-in-semantic-data-modeling2025-02-10https://aicouncil.com/talks/how-to-end-the-long-tail-of-most-data-requests2024-01-03https://aicouncil.com/talks-0/the-life-changing-magic-of-data-governance2022-04-29https://aicouncil.com/talks26/macrobase-a-search-engine-for-fast-data-streams2026-03-09https://aicouncil.com/talks25/what-goes-around-comes-around...-and-around2025-11-30https://aicouncil.com/speakers/silvia-oliveros-torres2025-12-02https://aicouncil.com/talks-archive/anomaly-detection-for-data-quality-and-metric-shifts-at-netflix2019-07-31https://aicouncil.com/talks25/influxdb-storage-engine-internals2025-11-30https://aicouncil.com/speakers/alex-kass2025-12-02https://aicouncil.com/speakers-archive/daniel-galron2019-12-06https://aicouncil.com/talks-0/ml-platforms-sf202022-04-29https://aicouncil.com/talks25/factory-abhay2026-03-27https://aicouncil.com/talks/from-concurrency-control-to-concurrent-scheduling2025-04-15https://aicouncil.com/talks-archive/lessons-from-rl-systems-that-looked-fine-until-they-didnt2026-02-18https://aicouncil.com/talks24/ai-launchpad-2025-quesma2025-03-18https://aicouncil.com/talks25/a-trillion-rows-per-second-as-a-foundation-for-interactive-analytics2025-11-30https://aicouncil.com/talks/building-durable-long-running-autonomous-agents2026-02-25https://aicouncil.com/talks-0/empower-and-elevate-integrating-veteran-leadership-with-veteran-individual-contributors-to-drive-data-maturity-and-company-success2025-02-10https://aicouncil.com/talks/creating-knowledge-graphs-via-a-symbiosis-of-data-science-and-data-engineering2024-01-03https://aicouncil.com/talks/models-as-tools-my-perspective-on-the-matter2025-03-13https://aicouncil.com/talks25/converging-database-architectures-duckdb-in-postgresql2025-11-30https://aicouncil.com/talks-archive/lessons-learned-optimizing-nosql-for-apache-spark2019-07-31https://aicouncil.com/talks25/identity-is-the-bottleneck-why-agents-force-a-new-security-model2026-03-27https://aicouncil.com/talks24/meet-dbt-the-data-transformation-tool-used-by-jetblue-gitlab-wistia-and-away2024-01-16https://aicouncil.com/talks25/running-millions-of-millisecond-ai-sandboxes-without-breaking-the-piggy-bank2026-03-31https://aicouncil.com/talks/data-modeling-and-processing-for-a-travel-super-app2024-01-03https://aicouncil.com/talks/the-modern-data-stack-lost-the-war-stop-building-more-dataframe-apis2026-02-18https://aicouncil.com/talks25/a-deep-dive-into-the-dbt-manifest2025-11-30https://aicouncil.com/talks26/causal-inference-in-data-science-from-prediction-to-causation2026-03-09https://aicouncil.com/talks26/what-does-it-take-to-build-a-postgres-specialized-data-movement-tool2026-03-09https://aicouncil.com/talks-0/running-airflow-reliably-with-kubernetes2022-04-29https://aicouncil.com/profile/dean-pleban2023-01-26https://aicouncil.com/talks-archive/beyond-kafka-cutting-costs-and-complexity-with-warpstream-and-s32024-02-20https://aicouncil.com/talks25/making-data-science-accessible-at-scale2025-11-30https://aicouncil.com/speakers-archive/martin-casado2025-03-16https://aicouncil.com/talks25/teamwork-makes-the-open-source-dream-work-the-power-of-cross-community-collaboration2025-11-30https://aicouncil.com/speakers/elliot-chow2025-12-02https://aicouncil.com/talks25/incident-management-for-data-people2025-11-30https://aicouncil.com/talks-0/measure-what-matters-measurement-strategies-for-the-mobile-age2022-04-29https://aicouncil.com/talks-0/end-to-end-exactly-once-aggregation-over-ad-streams2022-04-29https://aicouncil.com/speaker-bio/tony-jebara2019-02-25https://aicouncil.com/profile/liwei-mao2019-10-28https://aicouncil.com/the-right-stuff-lessons-learned-from-a-decade-of-data-engineeringhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Keynote%20Panel/Sam_Shah_Skipflag_DataEngConf.pngSamShahSkipflagDataEngConfSamShahSkipflagDataEngConfhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Keynote%20Panel/Vijay_Gill_Salesforce_DataEngConf.pngVijayGillSalesforceDataEngConfVijayGillSalesforceDataEngConfhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Keynote%20Panel/Ben_Hammer_Kaggle_DataEngConf.pngBenHammerKaggleDataEngConfBenHammerKaggleDataEngConfhttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Keynote%20Panel/Mike_Driscoll_Metamarkets_DataEngConf.pngMikeDriscollMetamarketsDataEngConfMikeDriscollMetamarketsDataEngConf2017-04-14https://aicouncil.com/talks-0/benchmarking-ai-agents-against-realistic-analytical-tasks-with-ade-bench2026-02-18https://aicouncil.com/speakers/shubha-nabar2025-12-02https://aicouncil.com/speakers-archive/devin-petersohn2021-11-09https://aicouncil.com/speakers-archive/jacques-nadeau2019-12-06https://aicouncil.com/talks24/is-kubernetes-a-database2024-01-27https://aicouncil.com/talks/the-value-of-data-for-citizens-and-health-professionals2024-01-03https://aicouncil.com/talks/enterprise-data-science-comes-of-age2024-01-03https://aicouncil.com/speakers-archive/dr-nile-wilson2023-01-13https://aicouncil.com/building-a-recursive-bigquery-mapperhttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/darren-round.pngdarrenrounddarrenroundhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-12-19https://aicouncil.com/talks26/towards-a-universal-open-data-service-layer2026-03-09https://aicouncil.com/talks-archive/ml-in-production-what-does-production-even-mean2023-01-26https://aicouncil.com/wallaroo-the-streaming-data-framework-that-startups-are-adoptinghttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Vid%20Jain.pngVidJainVidJainhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-05-21https://aicouncil.com/speakers/paul-beaumont2025-12-02https://aicouncil.com/speakers-archive/lucy-vasserman2019-12-06https://aicouncil.com/speakers-archive/zoe-steinkamp2024-01-26https://aicouncil.com/talks-0/build-trustworthy-llm-apps-powered-by-agentic-evals2026-02-18https://aicouncil.com/speakers-archive/phil-roth2019-12-06https://aicouncil.com/machine-learning-from-development-to-production-at-instacarthttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Montana%20Low%20Instacart.pngMontanaLowInstacartMontanaLowInstacart2018-05-29https://aicouncil.com/speakers/doris-lee2025-12-02https://aicouncil.com/speakers-archive/claire-gouze2025-03-19https://aicouncil.com/talks24/how-200-leaders-made-business-data-work-harder2024-01-16https://aicouncil.com/profile/tim-sell2019-06-20https://aicouncil.com/speakers-archive/markus-ludwig2019-12-06https://aicouncil.com/talks-0/building-responsible-ai-best-practices-across-the-product-development-lifecycle2022-04-29https://aicouncil.com/speakers/tejas-manohar2025-12-02https://aicouncil.com/talks/the-skys-the-limit-re-the-next-10-years-of-data-infra-on-clouds2024-01-03https://aicouncil.com/talks25/a-nation-of-immigrants-the-data-sciences2025-11-30https://aicouncil.com/talks24/breaking-the-proof-of-concept-cycle-stop-prototyping-and-get-into-production2026-02-18https://aicouncil.com/speaker/architecting-the-data-lake-how-to-ensure-that-your-etl-pipelines-deliver-high-quality-data2021-11-03https://aicouncil.com/speakers/paige-bailey2025-12-02https://aicouncil.com/profile/yifan-ma2020-02-10https://aicouncil.com/speakers-archive/aron-pettersson2019-12-06https://aicouncil.com/talks/pydantic-an-opinionated-blueprint-for-the-future-of-genai-applications2025-02-20https://aicouncil.com/profile/samantha-bail2019-10-28https://aicouncil.com/talks26/super-secret-next-big-thing-for-duckdb2026-03-09https://aicouncil.com/talks25/the-model-is-not-the-product2025-11-30https://aicouncil.com/talks26/modern-data-management-how-to-set-your-data-team-up-for-success2026-03-09https://aicouncil.com/talks/effective-management-of-high-volume-numeric-data-with-histograms2024-01-03https://aicouncil.com/talks25/behind-the-curtain-what-it-takes-to-support-the-worlds-most-popular-open-source-communities2025-11-30https://aicouncil.com/speakers/darren-mccleary2025-12-02https://aicouncil.com/talks26/data-science-past-present-future2026-03-09https://aicouncil.com/speakers-archive/timothy-chan2023-01-31https://aicouncil.com/speakers-archive/dylan-perez-neider2025-02-14https://aicouncil.com/the-design-of-systems-for-real-time-prediction-servinghttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Keynotes/Joseph%20Gonzalez%20Keynote.pngJosephGonzalezKeynoteJosephGonzalezKeynote2018-05-23https://aicouncil.com/talks25/building-a-1500-class-listing-categorizer-from-implicit-user-feedback2025-11-30https://aicouncil.com/profile/cj-jameson2024-01-27https://aicouncil.com/talks25/stop-looking-for-ai-spending-caps2026-02-25https://aicouncil.com/talks/event-driven-data-architecture-at-letgo2024-01-03https://aicouncil.com/speakers/alexy-khraborov2025-12-02https://aicouncil.com/talks26/embedding-olap-everywhere-lessons-from-okta2026-03-09https://aicouncil.com/speaker/computational-social-science-exciting-progress-future-challenges2021-11-03https://aicouncil.com/speakers/prasanna-padmanabhan2025-12-02https://aicouncil.com/speakers-archive/jordan-volz2024-01-04https://aicouncil.com/talks26/track-host-data-science-ai-impact-on-life2026-03-09https://aicouncil.com/talks-archive/unlocking-reliable-genai-strategies-for-assessing-llms-in-real-world-applications2024-01-23https://aicouncil.com/talks26/building-high-impact-data-teams-in-an-ai-driven-world2026-03-09https://aicouncil.com/talks26/designing-for-intelligence-at-github-next-patterns-and-practices-for-making-ai-powered-products2026-03-09https://aicouncil.com/talks25/from-batch-to-streaming-to-both-the-data-platform-at-skyscanner2025-11-30https://aicouncil.com/talks25/panel-insights-from-founders-shaping-the-industrys-future2025-11-30https://aicouncil.com/talks-archive/data-in-privacy-out-data-streams-for-the-privacy-age-with-strm-privacy2021-12-18https://aicouncil.com/speakers-archive/bryan-bischof2025-01-23https://aicouncil.com/talks/analyzing-data-in-the-cloud-is-true-privacy-and-security-possible2024-01-03https://aicouncil.com/talks24/using-git-as-a-nosql-database-for-fine-grained-control-over-the-data-pipeline2024-01-16https://aicouncil.com/speakers/nick-chamandy2025-12-02https://aicouncil.com/talks/trillion-is-the-new-billion-managing-really-large-multimodal-datasets-for-ai2026-03-14https://aicouncil.com/talks/accelerating-machine-learning-with-training-data-management2024-01-03https://aicouncil.com/profile/emma-tang2023-03-13https://aicouncil.com/talks-archive/a-federated-information-infrastructure-that-works2019-08-30https://aicouncil.com/talks/big-data-platform-as-a-service-for-cross-media-monitoring2024-01-03https://aicouncil.com/talks-archive/optimizing-model-training-end-to-end-a-tiny-moe-case-study2026-01-23https://aicouncil.com/speakers-archive/kurt-steckel2023-02-05https://aicouncil.com/talks/big-data-is-dead2024-01-03https://aicouncil.com/talks24/building-a-distributed-data-access-layer-for-analytics-on-any-cloud2024-01-16https://aicouncil.com/speakers/joe-spisak2025-12-02https://aicouncil.com/talks/the-first-data-hires-guide-to-the-modern-data-stack2024-01-03https://aicouncil.com/talks-archive/track-host-core-data-engineering2019-09-20https://aicouncil.com/talks26/what-the-heck-is-an-in-memory-data-grid2026-03-09https://aicouncil.com/speaker-bio/tony-givargis2019-02-25https://aicouncil.com/talks-archive/how-to-build-a-streaming-database-in-three-challenging-steps2023-01-31https://aicouncil.com/talks-0/look-ma-no-data-warehouse2025-03-31https://aicouncil.com/talks26/how-vercel-builds-dozens-of-metrics-from-one-heterogenous-table2026-03-09https://aicouncil.com/talks/building-a-unified-feature-platform-with-duckdb-and-arrow2024-01-08https://aicouncil.com/speakers/vino-duraisamy2025-12-02https://aicouncil.com/talks/scaling-personalization-via-machine-learned-assortment-optimization2024-01-03https://aicouncil.com/speakers-archive/sam-stokes2019-12-06https://aicouncil.com/speakers/matthew-topol2025-12-02https://aicouncil.com/talks-0/the-fun-sized-mlops-stack-from-scratch2023-01-31https://aicouncil.com/talks-archive/cost-containment-a-critical-piece-of-your-data-teams-roi2024-01-17https://aicouncil.com/talks24/ai-needs-a-new-kind-of-oltp-lakebase-serverless-postgres-in-the-agent-era2026-03-14https://aicouncil.com/talks26/fireside-chat-with-dj-patil2026-03-09https://aicouncil.com/speaker/bias-variance-and-adaptive-products2021-11-03https://aicouncil.com/talks26/simulation-based-inference-advantages-over-a-b-testing-in-real-estate2026-03-09https://aicouncil.com/profile/richard-brosi2019-03-14https://aicouncil.com/speakers-archive/mickey-liu2024-03-26https://aicouncil.com/talks-archive/zipline-airbnbs-declarative-feature-engineering-framework2020-02-13https://aicouncil.com/speakers/anil-sadineni2025-12-02https://aicouncil.com/talks24/data-lake-cdc-are-we-there-yet2026-02-18https://aicouncil.com/talks/enabling-full-stack-data-scientists-at-stitch-fix2024-01-03https://aicouncil.com/speakers/brenna-buuck2025-12-02https://aicouncil.com/talks/openais-responses-api-a-new-foundation-for-building-with-models-tools2025-03-13https://aicouncil.com/talks/unlocking-reliable-genai-strategies-for-assessing-llms-in-real-world-applications2024-01-23https://aicouncil.com/talks-0/scaling-data-products-under-startup-constraints-a-case-study-of-ml-bias-testing2022-04-29https://aicouncil.com/talks-archive/more-than-query-future-directions-of-query-langages-from-sql-to-morel2025-03-13https://aicouncil.com/speaker-bio/parker-thompson2019-02-25https://aicouncil.com/talks-archive/the-agentic-database-a-new-way-to-interact-with-your-data2025-02-10https://aicouncil.com/talks26/democratizing-metric-definition-and-discovery-at-airbnb2026-03-09https://aicouncil.com/speakers-archive/tejas-manohar2021-10-16https://aicouncil.com/talks24/ai-launchpad-2025-topk2025-03-18https://aicouncil.com/talks26/knowledge-engineering2026-03-14https://aicouncil.com/speakers-archive/peter-wang2022-01-28https://aicouncil.com/talks24/a-nation-of-immigrants-the-data-sciences2024-01-16https://aicouncil.com/talks-0/using-git-as-a-nosql-database-for-fine-grained-control-over-the-data-pipeline2022-04-29https://aicouncil.com/talks24/dbt-powerful-open-source-data-transformations2024-01-16https://aicouncil.com/talks25/creating-the-right-developer-community-for-your-company2025-11-30https://aicouncil.com/talks25/sid-anand-committee-member-track-host2025-11-30https://aicouncil.com/talks24/operating-multi-tenant-kafka-services-for-developers-on-heroku2024-01-16https://aicouncil.com/talks24/building-high-impact-data-teams-in-an-ai-driven-world2025-03-31https://aicouncil.com/talks-0/orchestrating-at-scale-how-instacart-manages-20m-daily-workflows2025-02-10https://aicouncil.com/talks26/the-case-for-declarative-machine-learning2026-03-09https://aicouncil.com/profile/dario-pascual2019-09-20https://aicouncil.com/talks26/data-for-the-992026-03-09https://aicouncil.com/talks/active-learning-why-smart-labeling-is-the-future-of-data-annotation2024-01-03https://aicouncil.com/speakers-archive/patrick-dougherty2021-11-02https://aicouncil.com/talks24/monarch-googles-planet-scale-streaming-monitoring-infrastructure2024-01-16https://aicouncil.com/talks24/a-label-free-world-current-state-of-unsupervised-deep-learning2024-01-16https://aicouncil.com/talks-archive/an-overview-of-storage-for-google-cloud-pub-sub2019-07-31https://aicouncil.com/talks26/optimizing-time-to-data-through-streams-and-data-abstraction2026-03-09https://aicouncil.com/talks/lessons-learned-optimizing-nosql-for-apache-spark2024-01-03https://aicouncil.com/talks-archive/agents-are-eating-the-semantic-layer2026-03-14https://aicouncil.com/talks26/the-middle-ground-balancing-batch-and-real-time-processing-in-a-data-lakehouse2026-03-09https://aicouncil.com/talks-archive/what-does-it-take-to-build-a-postgres-specialized-data-movement-tool2024-02-21https://aicouncil.com/talks-archive/redefining-database-workloads-the-future-with-modern-object-storage2024-01-04https://aicouncil.com/talks-0/ai-challenges-in-customer-care-automation2022-04-29https://aicouncil.com/talks-0/scalability-but-at-what-cost2022-04-29https://aicouncil.com/talks24/mlops-for-machine-learning-sustainability-scalability-and-governance2024-01-16https://aicouncil.com/kiss-keep-it-sql-stupidhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Connor%20McArthur.pngConnorMcArthurConnorMcArthur2018-05-21https://aicouncil.com/profile/ronny-luss2019-10-10https://aicouncil.com/talks/from-scaling-to-observability-solving-key-challenges-for-distributed-ml-with-ray2025-02-10https://aicouncil.com/speakers/peter-lenz2025-12-02https://aicouncil.com/profile/sudarsan-lakshmi2025-03-03https://aicouncil.com/talks26/peloton-the-self-driving-database-management-system2026-03-09https://aicouncil.com/talks26/interactive-exploratory-analytics-with-druid2026-03-09https://aicouncil.com/talks/processing-trillions-of-records-at-okta-with-mini-serverless-databases2024-01-31https://aicouncil.com/talks24/context-engineering-at-the-frontier2026-03-01https://aicouncil.com/talks25/prediction-based-decisions-and-fairness-choices-assumptions-and-definitions2025-11-30https://aicouncil.com/talks-0/the-deconstructed-database-at-datadog2026-02-25https://aicouncil.com/speakers-archive/kelley-rivoire2019-12-06https://aicouncil.com/talks25/fireside-chat-with-dj-patil2025-11-30https://aicouncil.com/talks-archive/amundsen-a-data-discovery-platform-from-lyft2019-07-31https://aicouncil.com/talks-0/fireside-chat-with-dj-patil2024-01-04https://aicouncil.com/talks-0/keynote-the-deconstructed-database-and-the-advent-of-the-open-data-lake2025-02-10https://aicouncil.com/talks25/getting-real-time-when-to-move-from-batch-to-streaming-and-how-to-do-it-without-hiring-an-entirely-new-team2025-11-30https://aicouncil.com/talks26/redefining-database-workloads-the-future-with-modern-object-storage2026-03-09https://aicouncil.com/talks-0/building-an-ml-experimentation-platform-for-easy-reproducibility2023-03-09https://aicouncil.com/speaker-bio/shawndra-hill2019-02-25https://aicouncil.com/talks/building-data-products-with-machine-learning2024-01-03https://aicouncil.com/speakers/catherine-tarsney2025-12-02https://aicouncil.com/speakers-archive/hiren-patel2025-03-19https://aicouncil.com/talks-archive/the-value-of-data-for-citizens-and-health-professionals2019-10-02https://aicouncil.com/talks-archive/driving-revenue-by-getting-your-data-outside-your-company2024-01-12https://aicouncil.com/talks26/ml-in-production-what-does-production-even-mean2026-03-09https://aicouncil.com/profile/elizabeth-dlha2022-03-21https://aicouncil.com/talks-archive/apache-arrow-a-cross-language-development-platform-for-in-memory-data2019-07-31https://aicouncil.com/talks/fixing-the-big-data-development-cycle-with-sql2024-01-03https://aicouncil.com/talks24/leveraging-stateful-functions-to-power-the-next-generation-of-event-driven-applications2024-01-16https://aicouncil.com/speakers-archive/prukalpa-sankar2022-01-04https://aicouncil.com/talks26/a-view-from-apache-flink-on-evolution-and-outlooks-for-the-modern-stateful-stream-processor2026-03-09https://aicouncil.com/talks-0/engineering-lessons-learned-by-data-scientists-in-growing-malwarescore-from-kaggle-competition-to-trusted-antivirus-solution2022-04-29https://aicouncil.com/speaker-bio/vijay-gill2019-02-25https://aicouncil.com/talks26/privacy-plus-utility-preserving-data-insights-with-state-of-the-art-privacy-protection2026-03-09https://aicouncil.com/speakers-archive/vignesh-chadramohan2025-01-23https://aicouncil.com/speakers-archive/tarush-aggarwal2019-12-06https://aicouncil.com/speakers/ben-hamner2025-12-02https://aicouncil.com/talks25/towards-a-universal-open-data-service-layer2025-11-30https://aicouncil.com/talks-archive/macrobase-a-search-engine-for-fast-data-streams2019-07-31https://aicouncil.com/profile/dhruv-singh2024-01-17https://aicouncil.com/talks-0/iggy-build-better-models-with-location-data2022-04-29https://aicouncil.com/profile/kenny-wong2024-01-31https://aicouncil.com/speakers/samantha-lohier2025-12-02https://aicouncil.com/talks25/mesa-building-a-personalized-messaging-system-at-netflix2025-11-30https://aicouncil.com/talks26/data-mesh-buzzword-or-the-right-guide-towards-a-tactical-recipe-to-improve-event-data-quality2026-03-09https://aicouncil.com/talks-archive/building-a-programming-by-example-pbe-framework-in-trifacta-lessons-learned-and-implications-for-data-analytics2019-07-31https://aicouncil.com/speakers-archive/masha-danilenko2019-12-06https://aicouncil.com/profile/leo-polovets2019-03-14https://aicouncil.com/speakers/johannes-leppa2025-12-02https://aicouncil.com/talks26/the-fun-sized-mlops-stack-from-scratch2026-03-09https://aicouncil.com/talks24/building-explainable-ai2024-01-16https://aicouncil.com/speakers-archive/ce-zhang2024-01-09https://aicouncil.com/speakers/jesika-haria2025-12-02https://aicouncil.com/talks/knowledge-engineering2026-03-14https://aicouncil.com/profile/eliot-knudsen2019-04-08https://aicouncil.com/talks26/what-goes-around-comes-around...-and-around2026-03-09https://aicouncil.com/talks25/event-driven-data-architecture-at-letgo2025-11-30https://aicouncil.com/talks24/from-postgres-to-clickhouse-and-back-building-a-unified-oltp-olap-database-for-ai-workloads2026-02-25https://aicouncil.com/speakers/daniel-selans2025-12-02https://aicouncil.com/talks25/optimizing-model-training-end-to-end-a-tiny-moe-case-study2026-01-23https://aicouncil.com/talks-archive/the-deconstructed-database-at-datadog2026-02-25https://aicouncil.com/talks-0/trimming-the-long-tail-of-production-model-ownership-at-hinge-2025-02-10https://aicouncil.com/talks24/functional-data-engineering-a-set-of-best-practices2024-01-16https://aicouncil.com/talks-archive/stop-looking-for-ai-spending-caps2026-02-25https://aicouncil.com/talks26/time-series-prediction-with-tensorflow2026-03-09https://aicouncil.com/speakers/lucy-wang2025-12-02https://aicouncil.com/talks/lets-teach-claude-code-semantic-code-search-with-turbopuffer2026-03-27https://aicouncil.com/speaker-bio/anne-bauer2019-02-25https://aicouncil.com/talks24/building-a-scalable-real-time-data-pipeline2024-01-16https://aicouncil.com/talks24/how-data-physicalization-can-be-a-way-to-get-people-to-the-meaning-behind-the-raw-information2024-01-16https://aicouncil.com/speakers/kai-rikhye2025-12-02https://aicouncil.com/talks-0/ai-ethics-and-fairness-sf202022-04-29https://aicouncil.com/speakers/jacopo-tagliabue2026-02-25https://aicouncil.com/talks-archive/scaling-model-training-from-flexible-training-apis-to-resource-management-with-kubernetes2019-07-31https://aicouncil.com/speaker-bio/matt-hartman2019-02-25https://aicouncil.com/talks-archive/messy-data-and-reluctant-users-the-trouble-with-healthcare-data2019-10-28https://aicouncil.com/profile/johannes-leppa2019-03-25https://aicouncil.com/talks/streaming-analytics-with-dbt-the-fun-parts2024-01-03https://aicouncil.com/speakers/rick-saporta2025-12-02https://aicouncil.com/talks-0/publishing-jupyter-notebooks-with-quarto2023-01-18https://aicouncil.com/talks25/building-real-time-analytics-applications-using-apache-pinot-a-case-study-of-linkedin2025-11-30https://aicouncil.com/talks24/how-to-be-a-10x-analyst2024-01-16https://aicouncil.com/speaker-bio/thomas-la-piana2019-02-25https://aicouncil.com/talks/ai-launchpad-2025-mooncake-labs2025-03-18https://aicouncil.com/talks/scaling-genai-agentic-workflows-for-practical-solutions-with-zerve2025-02-20https://aicouncil.com/talks26/the-future-of-business-intelligence2026-03-09https://aicouncil.com/the-trade-off-between-strict-validation-and-accepting-anythinghttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/evan-jones.pngevanjonesevanjones2017-11-06https://aicouncil.com/profile/susana-marquez2019-10-28https://aicouncil.com/profile/franziska-bell2024-01-04https://aicouncil.com/talks26/accelerating-single-cell-bioinformatics-with-n-dimensional-arrays-in-the-cloud2026-03-09https://aicouncil.com/speakers-archive/ravin-kumar2025-03-13https://aicouncil.com/speakers-archive/hamilton-ulmer2025-01-23https://aicouncil.com/talks24/generative-ai-and-the-natural-language-interface-for-data2024-01-16https://aicouncil.com/speakers/izzy-miller2026-03-14https://aicouncil.com/talks26/augmented-programming2026-03-09https://aicouncil.com/speakers/kelley-rivoire2025-12-02https://aicouncil.com/speakers/madison-faulkner2025-12-02https://aicouncil.com/profile/matt-seal2019-03-14https://aicouncil.com/talks26/evolving-data-pipelines-at-scale2026-03-09https://aicouncil.com/talks25/data-engineering-sf202025-11-30https://aicouncil.com/talks24/python-data-wrangling-preparing-for-the-future2024-01-16https://aicouncil.com/talks26/prediction-based-decisions-and-fairness-choices-assumptions-and-definitions2026-03-09https://aicouncil.com/talks25/data-mesh-the-next-stage-in-the-evolution-from-time-share-to-data-share2025-11-30https://aicouncil.com/talks26/data-governance-is-not-the-governance-of-data2026-03-09https://aicouncil.com/talks25/how-200-leaders-made-business-data-work-harder2025-11-30https://aicouncil.com/speaker-bio/maryam-jahanshahi2019-02-25https://aicouncil.com/speakers-archive/connor-mcarthur2019-12-06https://aicouncil.com/talks24/rikai-a-new-data-format-for-analytics-on-unstructured-data-at-scale2024-01-16https://aicouncil.com/talks26/causal-data-science2026-03-09https://aicouncil.com/speakers-archive/neelesh-srinivas-salian2019-12-06https://aicouncil.com/speakers-archive/gaurav-nuti2026-02-18https://aicouncil.com/talks/the-open-layer-how-open-models-routing-and-inference-are-reshaping-agentic-engineering2026-03-14https://aicouncil.com/talks-0/how-to-make-fewer-bad-decisions-daragh-sibley2022-04-29https://aicouncil.com/speakers-archive/samantha-lohier2024-02-08https://aicouncil.com/talks-archive/how-to-become-indispensable-fundamentals-of-giving-a-fck2025-02-10https://aicouncil.com/blog/apache-supersethttps://www.datacouncil.ai/hubfs/OS%20project%20featured%20image%20March%202021-1.jpegOSprojectfeaturedimageMarch20211OSprojectfeaturedimageMarch20211https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12021-04-09https://aicouncil.com/talks-archive/the-materialize-incremental-view-maintenance-engine2019-10-17https://aicouncil.com/speaker/ai-challenges-in-customer-care-automation2021-11-03https://aicouncil.com/speakers-archive/maggie-hays2021-12-14https://aicouncil.com/talks-0/hot-or-not-trends-buzzwords-in-data2023-03-06https://aicouncil.com/talks-0/appifying-data-science-workflows-to-create-composable-user-friendly-data-pipeline-products2022-04-29https://aicouncil.com/speakers/han-chung-lee2025-12-02https://aicouncil.com/speakers-archive/bernease-herman2021-12-20https://aicouncil.com/talks/agi-is-already-here-but-its-not-what-you-think2025-02-10https://aicouncil.com/profile/liana-napalkova2019-03-14https://aicouncil.com/talks/sail-research2026-03-01https://aicouncil.com/talks24/making-data-science-accessible-at-scale2024-01-16https://aicouncil.com/talks/hierarchical-forecasting-in-python2024-01-03https://aicouncil.com/talks/evolving-data-pipelines-at-scale2024-01-23https://aicouncil.com/talks-0/vc-panel-the-present-future-of-data-oriented-startups-dataengconf-ny-162022-04-29https://aicouncil.com/talks26/vc-panel-the-present-future-of-data-oriented-startups-dataengconf-ny-162026-03-09https://aicouncil.com/speaker/three-tips-for-better-predictive-modeling2021-11-03https://aicouncil.com/blog/how-dremio-uses-apache-arrow-to-dramatically-increase-the-performance-of-analytical-applicationshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-01-25https://aicouncil.com/speakers/evan-sparks2025-12-02https://aicouncil.com/talks24/from-twilio-to-propel-building-real-time-customer-facing-analytics-at-scale2024-01-16https://aicouncil.com/profile/jean-mathieu-saponaro2019-03-14https://aicouncil.com/profile/david-karam2025-04-17https://aicouncil.com/talks-0/shredding-and-embedding-pdfs-for-fun-and-profit2024-01-04https://aicouncil.com/speakers/michael-bullington2025-12-02https://aicouncil.com/speakers-archive/fedor-zhdanov2023-02-05https://aicouncil.com/talks26/notebooks-as-functions-with-papermill2026-03-09https://aicouncil.com/talks-0/augmented-programming2022-04-29https://aicouncil.com/talks26/lakehouse-or-warehouse-where-should-you-live2026-03-09https://aicouncil.com/profile/ethan-ding2026-03-27https://aicouncil.com/talks24/accelerate-source-to-signal-data-engineering-efficiency2024-01-16https://aicouncil.com/speakers/chris-clark2026-03-14https://aicouncil.com/talks24/ai-attribution-measuring-what-ai-actually-did2026-03-14https://aicouncil.com/talks-archive/when-testing-in-production-is-a-good-idea2019-07-31https://aicouncil.com/profile/eric-novik2019-04-08https://aicouncil.com/talks-0/observability-at-the-long-tail-why-sampling-production-data-doesnt-work-for-rare-events2022-04-29https://aicouncil.com/speakers/julia-schottenstein2025-12-02https://aicouncil.com/talks24/track-host-data-products2024-01-16https://aicouncil.com/speakers-archive/eric-jones2023-01-21https://aicouncil.com/speakers/prateek-chawla2025-12-02https://aicouncil.com/profile/anirudh-shah2021-12-18https://aicouncil.com/speakers-archive/sophia-yang2023-01-13https://aicouncil.com/talks-archive/emmanuel-ameisen-talk2024-01-26https://aicouncil.com/talks-archive/how-to-build-a-genai-application-with-vectara-a-step-by-step-guide2024-01-02https://aicouncil.com/speaker-bio/nicholas-handel2019-02-25https://aicouncil.com/talks24/deploying-data-science-for-distribution-of-the-new-york-times2024-01-16https://aicouncil.com/speakers/noelle-saldana2025-12-02https://aicouncil.com/profile/jordi-mir%C3%B3-bruix2019-08-26https://aicouncil.com/speaker-bio/christopher-wilkins2019-02-25https://aicouncil.com/speakers-archive/taylor-murphy2022-12-08https://aicouncil.com/speakers-archive/schaun-wheeler2024-03-19https://aicouncil.com/speakers-archive/naveen-rao2025-03-29https://aicouncil.com/talks25/the-end-of-data-governance-as-we-know-it2025-11-30https://aicouncil.com/talks-archive/sparklens-understanding-the-scalability-limits-of-spark-applications2019-07-31https://aicouncil.com/talks/predictive-modeling-on-its-head-a-pipeline-that-finds-cancer-asthma-and-hemophilia2024-01-03https://aicouncil.com/speakers/jeffrey-chou2025-12-02https://aicouncil.com/talks-0/from-flat-files-to-deconstructed-database-the-evolution-and-future-of-the-big-data-ecosystem2022-04-29https://aicouncil.com/talks/notes-from-the-field-on-building-an-effective-ab-testing-program2024-01-03https://aicouncil.com/talks-archive/data-science-past-present-future2019-07-31https://aicouncil.com/talks-0/cloud-native-stream-processing2022-04-29https://aicouncil.com/talks25/dashboards-dashboards-everywhere-how-to-fix-analytics-collaboration2025-11-30https://aicouncil.com/talks24/how-to-build-a-streaming-database-in-three-challenging-steps2024-01-16https://aicouncil.com/talks-archive/track-host-data-platforms-and-pipelines2019-07-31https://aicouncil.com/talks-archive/train-deploy-and-run-a-ml-model-using-python-snowpark-and-streamlit2023-01-21https://aicouncil.com/speakers/andrew-lamb2025-12-02https://aicouncil.com/talks24/identity-is-the-bottleneck-why-agents-force-a-new-security-model2026-03-27https://aicouncil.com/speaker-bio/joy-tang2019-02-25https://aicouncil.com/speakers/samuel-colvin2025-12-02https://aicouncil.com/talks-0/enabling-full-stack-data-scientists-at-stitch-fix2022-04-29https://aicouncil.com/talks-archive/the-open-layer-how-open-models-routing-and-inference-are-reshaping-agentic-engineering2026-03-14https://aicouncil.com/speakers-archive/niels-bantilan2021-12-08https://aicouncil.com/talks-0/the-unreasonable-effectiveness-of-product-sense2022-04-29https://aicouncil.com/speakers/john-myles-white2025-12-02https://aicouncil.com/speaker-bio/david-beyer2019-02-25https://aicouncil.com/talks24/computer-vision-in-space2024-01-16https://aicouncil.com/speakers/bence-faludi2025-12-02https://aicouncil.com/talks26/welcome-to-our-data-benchmark-where-everythings-made-up-and-the-points-dont-matter2026-03-14https://aicouncil.com/talks/real-time-analytics-for-small-data-teams2024-01-04https://aicouncil.com/talks25/the-first-data-hires-guide-to-the-modern-data-stack2025-11-30https://aicouncil.com/talks25/testing-and-documenting-your-data-doesnt-have-to-suck2025-11-30https://aicouncil.com/talks25/three-tips-for-better-predictive-modeling2025-11-30https://aicouncil.com/profile/alex-wood-doughty2024-01-04https://aicouncil.com/profile/mikiko-bazeley2023-01-31https://aicouncil.com/talks-0/dbt-powerful-open-source-data-transformations2022-04-29https://aicouncil.com/talks26/format-wars-from-vhs-and-beta-to-avro-and-parquet2026-03-09https://aicouncil.com/talks26/building-data-products-with-machine-learning2026-03-09https://aicouncil.com/talks/building-reliable-agentic-ai-systems2025-02-10https://aicouncil.com/talks26/ray-for-reinforcement-learning2026-03-09https://aicouncil.com/speakers/paul-singman2025-12-02https://aicouncil.com/talks-archive/enterprise-data-science-comes-of-age2022-01-28https://aicouncil.com/talks/text-to-sql-is-not-the-answer-how-to-effectively-use-ai-for-analytics2025-02-14https://aicouncil.com/profile/ashwin-bharambe2025-04-17https://aicouncil.com/speaker/transfer-learning-in-nlp-how-to-help-small-teams-account-for-small-datasets2021-11-03https://aicouncil.com/profile/kishore-parthasarathy2019-07-15https://aicouncil.com/speakers-archive/eric-warner2024-01-04https://aicouncil.com/talks/unlocking-ab-testing-for-b2b2025-02-10https://aicouncil.com/talks25/fixing-the-big-data-development-cycle-with-sql2025-11-30https://aicouncil.com/talks26/data-engineering-is-not-software-engineering-until-it-is2026-03-09https://aicouncil.com/speakers-archive/robert-yi2021-12-18https://aicouncil.com/talks25/machine-learning-from-development-to-production-at-instacart2025-11-30https://aicouncil.com/speakers/brian-farris2025-12-02https://aicouncil.com/speaker/data-science-pinterest2021-11-03https://aicouncil.com/speaker/testing-for-bias-in-production-ml-services2021-11-03https://aicouncil.com/talks26/hot-or-not-trends-buzzwords-in-data2026-03-09https://aicouncil.com/talks26/data-architecture-101-for-your-business2026-03-09https://aicouncil.com/talks25/democratizing-data-with-the-clover-transform-framework2025-11-30https://aicouncil.com/talks26/writing-unit-tests-for-data-science-code2026-03-09https://aicouncil.com/talks25/generative-ai-for-product-builders2025-11-30https://aicouncil.com/talks24/why-when-how-lessons-learned-in-applying-deep-learning-to-real-world-problems2024-01-16https://aicouncil.com/talks-0/tactical-data-engineering2022-04-29https://aicouncil.com/speakers-archive/simba-khadder2026-03-01https://aicouncil.com/talks-archive/getting-roi-from-experimentation-how-ab-experimentation-plays-out-in-organizations2021-11-03https://aicouncil.com/speakers/jean-trou2025-12-02https://aicouncil.com/profile/nikhil-benesch2026-02-18https://aicouncil.com/talks-0/towards-a-universal-open-data-service-layer2024-02-08https://aicouncil.com/the-challenges-of-distributing-postgres-a-citus-storyhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/ozgun-bw-round.pngozgunbwroundozgunbwround2017-12-18https://aicouncil.com/talks26/scalable-data-ingestion-architecture-using-airflow-and-spark2026-03-09https://aicouncil.com/talks25/anomaly-detection-for-real-world-systems2025-11-30https://aicouncil.com/talks25/building-data-tools-that-work2025-11-30https://aicouncil.com/speakers/parker-thompson2025-12-02https://aicouncil.com/talks24/data-and-ai-in-construction2024-01-16https://aicouncil.com/speakers-archive/paul-blankley2023-03-25https://aicouncil.com/talks-0/fiddler-an-explainable-ai-engine2022-04-29https://aicouncil.com/talks24/a-building-the-blueprint-for-scalable-data-products-in-public-sector2026-02-25https://aicouncil.com/profile/tristan-zajonc2021-12-18https://aicouncil.com/speaker-bio/jennifer-prendki2019-02-25https://aicouncil.com/talks-0/cloud-based-practices-for-effective-data-science-at-scale2022-04-29https://aicouncil.com/talks/ten-years-of-building-open-source-standards2024-01-03https://aicouncil.com/speakers-archive/yupeng-fu2023-02-14https://aicouncil.com/talks/type-safe-data-processing-and-machine-learning-pipelines-with-flyte-and-pandera2024-01-03https://aicouncil.com/speakers/ethan-ding2026-03-27https://aicouncil.com/talks-0/easy-scalable-fault-tolerant-stream-processing-with-structured-streaming-in-apache-spark2022-04-29https://aicouncil.com/talks-0/data-culture-20-leveraging-ai-to-build-human-connections-and-expand-your-influence2024-02-07https://aicouncil.com/talks24/what-goes-around-comes-around...-and-around2025-02-20https://aicouncil.com/talks-0/scaling-the-best-healthcare-to-everyone-with-ai2022-04-29https://aicouncil.com/profile/tim-van-cann2019-10-28https://aicouncil.com/speakers/robert-nishihara2025-12-02https://aicouncil.com/talks25/the-state-of-cross-company-data-exchange2025-11-30https://aicouncil.com/talks25/building-highly-reliable-data-pipelines-at-datadog2025-11-30https://aicouncil.com/speakers/alyssa-frazee2025-12-02https://aicouncil.com/talks-archive/the-future-of-column-oriented-data-processing-with-arrow-and-parquet2019-07-31https://aicouncil.com/talks26/operating-multi-tenant-kafka-services-for-developers-on-heroku2026-03-09https://aicouncil.com/blog/large-datasets-are-dashboards-dead-and-morehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20August%202020.jpegTop10featuredimageAugust2020Top10featuredimageAugust20202020-10-26https://aicouncil.com/profile/prateek-chawla2023-01-21https://aicouncil.com/talks/dagster-workflows-for-data-science-machine-learning-and-data-engineering2024-01-03https://aicouncil.com/talks/making-data-science-accessible-at-scale2024-01-03https://aicouncil.com/talks24/anomaly-detection-for-real-world-systems2024-01-16https://aicouncil.com/speakers-archive/jon-bratseth2020-02-14https://aicouncil.com/talks-0/innovating-with-open-generative-ai2024-01-03https://aicouncil.com/talks-0/the-future-roadmap-for-the-composable-data-stack2024-01-04https://aicouncil.com/speakers-archive/yiqun-hu2019-12-06https://aicouncil.com/speakers/mark-grover2025-12-02https://aicouncil.com/profile/sonia-sen2019-04-08https://aicouncil.com/talks24/give-rust-a-chance2024-02-20https://aicouncil.com/talks24/talking-bayes-to-business-a-b-testing-use-case2024-01-16https://aicouncil.com/talks/revolutionize-ai-engineering-with-autogen2025-02-10https://aicouncil.com/talks-archive/track-host-data-science-ai-impact-on-life2019-08-29https://aicouncil.com/speakers-archive/kshitij-grover2026-02-18https://aicouncil.com/talks25/extract-tiered-transform-load-a-pipeline-for-a-modular-scalable-and-observable-internal-analytics-platform2025-11-30https://aicouncil.com/talks-0/data-for-impact-levering-llms-for-nonprofit-social-research2024-02-17https://aicouncil.com/talks-archive/the-right-stuff-lessons-learned-from-a-decade-of-data-engineering2019-07-31https://aicouncil.com/talks25/apache-flink-adoption-at-shopify2025-11-30https://aicouncil.com/talks25/talking-bayes-to-business-a-b-testing-use-case2025-11-30https://aicouncil.com/talks24/track-host-data-analytics2024-01-16https://aicouncil.com/talks-0/feed-the-alligators-with-the-lights-on-how-data-engineers-can-see-who-really-uses-data2023-01-18https://aicouncil.com/profile/jason-ganetsky2019-03-14https://aicouncil.com/talks26/define-once-evaluate-anywhere-building-repeatable-and-correct-features-at-stripe2026-03-09https://aicouncil.com/talks-0/the-unofficial-guide-to-apples-private-cloud-compute2025-03-10https://aicouncil.com/speaker-bio/rigel-swavely2019-02-25https://aicouncil.com/talks25/write-less-more-how-dagster-rebuilt-our-docs-from-the-ground-up2025-11-30https://aicouncil.com/speaker-bio/tathagata-das2019-02-25https://aicouncil.com/profile/yury-izrailevsky2026-03-31https://aicouncil.com/talks-archive/what-the-heck-is-an-in-memory-data-grid2019-07-31https://aicouncil.com/talks-0/the-skys-the-limit-re-the-next-10-years-of-data-infra-on-clouds2022-04-29https://aicouncil.com/talks-0/a-building-the-blueprint-for-scalable-data-products-in-public-sector2026-02-25https://aicouncil.com/speakers/sudarsan-lakshmi2025-12-02https://aicouncil.com/talks/causal-data-science-and-modeling2024-01-03https://aicouncil.com/speakers/greg-roodt2025-12-02https://aicouncil.com/speakers/ville-tuulos2025-12-02https://aicouncil.com/talks-0/reinforcement-learning-for-data-scientists2022-04-29https://aicouncil.com/speakers/david-wilson2025-12-02https://aicouncil.com/profile/liz-maida2019-04-08https://aicouncil.com/talks-0/beyond-spark-rdds-dataframes-datasets-for-mixing-functional-relational-code2022-04-29https://aicouncil.com/talks25/data-for-impact-levering-llms-for-nonprofit-social-research2025-11-30https://aicouncil.com/talks-0/building-a-scalable-financial-data-store2022-04-29https://aicouncil.com/talks26/how-beam-uses-code-based-dashboards-to-scale-analytics-products2026-03-09https://aicouncil.com/talks-0/lets-teach-claude-code-semantic-code-search-with-turbopuffer2026-03-27https://aicouncil.com/meetup-talk-submissionhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/Pano2.pngPano2Pano22020-02-07https://aicouncil.com/talks25/innovating-on-software-development2025-11-30https://aicouncil.com/talks25/the-customer-as-the-unit-of-analysis-models-metrics-and-a-multitude-of-uses2025-11-30https://aicouncil.com/talks24/everything-i-know-about-data-science-i-learned-from-model-railroading2024-01-16https://aicouncil.com/speakers-archive/genevieve-smith2019-12-06https://aicouncil.com/profile/john-musser2019-03-14https://aicouncil.com/speakers-archive/meryem-arik2026-03-31https://aicouncil.com/talks24/vc-panel-talk-sf182024-01-16https://aicouncil.com/talks24/big-data-is-dead2024-01-16https://aicouncil.com/speakers/yifan-ma2025-12-02https://aicouncil.com/talks-archive/systemml-spark-a-framework-for-scalable-data-science-algorithm-development2019-07-31https://aicouncil.com/talks25/chatbots-at-nestle-improving-performance-on-intent-detection2025-11-30https://aicouncil.com/talks26/data-lineage-with-apache-airflow2026-03-09https://aicouncil.com/talks25/machine-learning-infrastructure-at-an-early-stage2025-11-30https://aicouncil.com/speakers-archive/nikhil-simha2020-02-13https://aicouncil.com/talks-archive/what-data-practitioners-need-to-know-about-data-privacy2024-03-14https://aicouncil.com/speakers/sean-knapp2025-12-02https://aicouncil.com/talks25/time-based-autoencoder-ensemble-for-anomaly-detection-from-iot-time-series2025-11-30https://aicouncil.com/talks/intelligent-orchestration-datas-missing-link2024-01-03https://aicouncil.com/speakers/michael-armbrust2025-12-02https://aicouncil.com/speakers-archive/francesca-lazzeri2021-12-08https://aicouncil.com/speakers/paco-valdez2025-12-02https://aicouncil.com/profile/sophia-yang2023-01-13https://aicouncil.com/talks24/track-host-data-science-ai-impact-on-life2024-01-16https://aicouncil.com/talks-archive/models-as-tools-my-perspective-on-the-matter2025-03-13https://aicouncil.com/talks24/augmented-programming2024-01-16https://aicouncil.com/speakers/matt-housley2025-12-02https://aicouncil.com/talks24/how-to-ensure-your-model-does-not-drift-from-human-in-the-loop-concept-to-building-fully-adaptive-ml-models-using-crowdsourcing2024-01-16https://aicouncil.com/talks25/lazy-beats-smart-and-fast2025-11-30https://aicouncil.com/talks25/creating-a-data-engineering-culture2025-11-30https://aicouncil.com/talks24/real-estate-search-engine-enhancement-using-ai-ml-5-examples2024-01-16https://aicouncil.com/talks/open-data-foundations-across-hudi-iceberg-and-delta2024-01-12https://aicouncil.com/talks-archive/rag-in-2025-state-of-the-art-and-the-road-forward2025-02-10https://aicouncil.com/talks/causal-inference-methods-for-bridging-experiments-and-strategic-impact2025-02-20https://aicouncil.com/speakers-archive/david-karam2025-04-17https://aicouncil.com/blog/data-science-data-analytics-data-engineering-and-artificial-intelligence-11-online-courses-you-should-check-outhttps://www.datacouncil.ai/hubfs/twitter-In-Stream_Wide___online%20learning.jpgtwitterInStreamWideonlinelearningtwitterInStreamWideonlinelearninghttps://www.datacouncil.ai/hubfs/DSDE%20courses.pngDSDEcoursesDSDEcourseshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/dataquest%20paths(1).pngdataquestpaths1dataquestpaths12020-04-22https://aicouncil.com/talks24/data-science-and-analytics2024-01-16https://aicouncil.com/speakers-archive/dave-deriso2019-12-06https://aicouncil.com/profile/simba-khadder2026-03-01https://aicouncil.com/profile/maggie-hays2021-12-14https://aicouncil.com/talks/building-an-ecosystem-for-open-foundation-models-together2024-01-10https://aicouncil.com/speakers/suman-karumuri2025-12-02https://aicouncil.com/profile/robert-yi2021-12-18https://aicouncil.com/talks-0/scale-processes-not-people-how-data-teams-do-more-with-less-by-adopting-software-engineering-best-practices2022-04-29https://aicouncil.com/talks/apache-arrow-a-cross-language-development-platform-for-in-memory-data2024-01-03https://aicouncil.com/speakers-archive/greg-roodt2019-12-06https://aicouncil.com/talks25/liberate-analytical-data-management-with-duckdb2025-11-30https://aicouncil.com/talks26/how-to-end-the-long-tail-of-most-data-requests2026-03-09https://aicouncil.com/speakers-archive/jeiran-jahani2019-12-06https://aicouncil.com/speaker/deep-representations-of-time-series2021-11-03https://aicouncil.com/speakers-archive/tathagata-das2019-12-06https://aicouncil.com/talks/what-happens-to-bi-in-an-ai-first-world2026-03-14https://aicouncil.com/speakers-archive/shayan-mohanty2021-12-09https://aicouncil.com/talks24/track-host-startups-new-york-20182024-01-16https://aicouncil.com/speakers-archive/marc-ferradou2019-12-06https://aicouncil.com/talks-0/no-dropped-frames-designing-a-vlm-around-a-latency-budget2026-02-18https://aicouncil.com/talks/is-kubernetes-a-database2024-01-27https://aicouncil.com/talks-0/bridging-the-gap-between-batch-and-real-time-with-mixed-latency-pipelines2024-02-08https://aicouncil.com/talks-0/building-data-products-with-machine-learning2022-04-29https://aicouncil.com/speaker-bio/evan-nisselson2019-02-25https://aicouncil.com/talks25/building-a-scalable-real-time-data-pipeline2025-11-30https://aicouncil.com/speakers-archive/emily-curtin2021-11-02https://aicouncil.com/speakers-archive/emma-tang2023-03-13https://aicouncil.com/speakers/jeremey-goldberg2025-12-02https://aicouncil.com/talks25/accelerating-machine-learning-with-training-data-management2025-11-30https://aicouncil.com/speaker/anomaly-detection-for-real-world-systems2021-11-03https://aicouncil.com/speakers-archive/stephanie-yang2019-12-06https://aicouncil.com/talks26/liberate-analytical-data-management-with-duckdb2026-03-09https://aicouncil.com/profile/aaron-taylor2024-01-27https://aicouncil.com/talks/optimizing-time-series-data-in-mixed-architectures-with-questdb2024-02-17https://aicouncil.com/profile/tobias-lunt2024-02-20https://aicouncil.com/talks24/what-i-dont-want-to-exist-in-the-data-world-in-5-years2024-01-16https://aicouncil.com/talks/the-dirty-little-secret-of-enterprise-data2024-01-03https://aicouncil.com/speakers/abe-gong2025-12-02https://aicouncil.com/dynamic-pricing-and-marketplace-healthhttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Christopher%20Wilkins.pngChristopherWilkinsChristopherWilkinshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2018-04-17https://aicouncil.com/talks-archive/its-the-data-stupid2021-12-18https://aicouncil.com/profile/yaroslav-bulatov2026-02-25https://aicouncil.com/talks-archive/extreme-self-service-turning-data-consumers-into-data-constructors2023-01-26https://aicouncil.com/speakers-archive/ryan-blue2021-12-09https://aicouncil.com/talks25/openais-responses-api-a-new-foundation-for-building-with-models-tools2025-11-30https://aicouncil.com/profile/dillon-morrison2025-04-08https://aicouncil.com/talks26/how-to-align-ai-capabilities-with-product-strategy-so-you-can-innovate2026-03-09https://aicouncil.com/talks-archive/urgent-help-these-pets-find-homes-working-across-teams-in-datahub2023-01-21https://aicouncil.com/speaker-bio/paul-lappas2019-02-25https://aicouncil.com/profile/natacha-crooks2025-04-15https://aicouncil.com/talks-0/writing-machine-learning-code-in-rust2022-04-29https://aicouncil.com/speakers-archive/arun-krishnaswamy2019-12-06https://aicouncil.com/profile/nicolas-joseph2019-03-14https://aicouncil.com/talks-archive/the-missing-manual-everything-you-need-to-know-about-snowflake-optimization2023-01-13https://aicouncil.com/talks-archive/a-label-free-world-current-state-of-unsupervised-deep-learning2019-10-17https://aicouncil.com/talks/interactive-exploratory-analytics-with-druid2024-01-03https://aicouncil.com/talks24/scaling-personalization-via-machine-learned-assortment-optimization2024-01-16https://aicouncil.com/talks/the-unreasonable-effectiveness-of-product-sense2024-01-03https://aicouncil.com/speakers/john-dickerson2026-03-27https://aicouncil.com/speaker/from-flat-files-to-deconstructed-database-the-evolution-and-future-of-the-big-data-ecosystem2021-11-03https://aicouncil.com/talks-0/getting-roi-from-experimentation-how-ab-experimentation-plays-out-in-organizations2022-04-29https://aicouncil.com/speakers/nan-ding2025-12-02https://aicouncil.com/profile/chris-hausler2019-06-07https://aicouncil.com/profile/lloyd-danzig2019-10-18https://aicouncil.com/speakers/haile-owusu2025-12-02https://aicouncil.com/talks-archive/automatically-fix-data-issues-label-errors-in-most-ml-datasets2023-01-31https://aicouncil.com/talks-0/improving-search-with-natural-language-processing-and-deep-learning2022-04-29https://aicouncil.com/speakers-archive/elias-defaria2024-03-26https://aicouncil.com/talks26/how-to-unlock-enterprise-value-by-training-your-own-language-models2026-03-09https://aicouncil.com/speakers-archive/karthik-ranganathan2019-12-06https://aicouncil.com/talks24/the-life-changing-magic-of-data-governance2024-01-16https://aicouncil.com/talks/machine-learning-for-brain-health-and-understanding-at-starlab-neuroscience2024-01-03https://aicouncil.com/speaker/the-history-and-anatomy-of-apache-superset2021-11-03https://aicouncil.com/speakers/lucy-vasserman2025-12-02https://aicouncil.com/speakers/eliot-knudsen2025-12-02https://aicouncil.com/talks24/automation-of-machine-learning-workflows-at-bbva2024-01-16https://aicouncil.com/talks-archive/scaling-genai-agentic-workflows-for-practical-solutions-with-zerve2025-02-20https://aicouncil.com/talks26/build-ai-apps-with-llama-2-in-10-minutes-with-snowflake-cortex2026-03-09https://aicouncil.com/talks25/data-and-ai-in-construction2025-11-30https://aicouncil.com/speakers-archive/aditya-parameswaran2020-02-14https://aicouncil.com/talks/the-end-of-data-governance-as-we-know-it2024-01-27https://aicouncil.com/talks24/how-to-change-a-city-with-data-science2024-01-16https://aicouncil.com/building-bots-building-blocks-how-forbes-experiments-evaluates-and-kills-data-driven-botshttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/luis-capelo.pngluiscapeloluiscapelohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-02-08https://aicouncil.com/speakers-archive/stas-kelvich2026-03-14https://aicouncil.com/talks24/track-host-hero-engineering-and-databases2024-01-16https://aicouncil.com/profile/jan-soubusta2024-02-08https://aicouncil.com/talks26/leveraging-stateful-functions-to-power-the-next-generation-of-event-driven-applications2026-03-09https://aicouncil.com/speakers/naheil-mcavinue2026-02-18https://aicouncil.com/speakers/sam-swift2025-12-02https://aicouncil.com/speakers-archive/nitya-narasimhan2019-12-06https://aicouncil.com/talks24/when-production-machine-learning-fails2024-01-16https://aicouncil.com/talks24/keynote-real-time-data-infrastructure-and-ai-powering-the-next-generation-of-analytics2025-03-16https://aicouncil.com/profile/susannah-shattuck2021-12-18https://aicouncil.com/talks-archive/split-learning-a-resource-efficient-distributed-deep-learning-method-without-sensitive-data-sharing2019-07-31https://aicouncil.com/speakers/andy-turley2025-12-02https://aicouncil.com/profile/rendy-bambang-junior2019-05-27https://aicouncil.com/talks25/oramacore-a-search-database-with-llms-built-in2025-11-30https://aicouncil.com/speaker-bio/jason-ganetsky2019-02-25https://aicouncil.com/talks26/building-a-programming-by-example-pbe-framework-in-trifacta-lessons-learned-and-implications-for-data-analytics2026-03-09https://aicouncil.com/talks24/data-lineage-with-apache-airflow2024-01-16https://aicouncil.com/speakers-archive/glauber-costa2026-02-25https://aicouncil.com/talks/the-data-infra-behind-zillows-3x-growth-in-experiment-volume2024-01-03https://aicouncil.com/talks26/scalable-and-sustainable-feature-engineering-with-hamilton2026-03-09https://aicouncil.com/speakers/elijah-ben-izzy2025-12-02https://aicouncil.com/profile/sam-shah2019-03-14https://aicouncil.com/talks26/the-statistics-of-dirty-data2026-03-09https://aicouncil.com/talks-0/the-trials-and-tribulations-of-scaling-data-science-and-engineering2022-04-29https://aicouncil.com/speakers/rushabh-mehta2026-02-18https://aicouncil.com/talks25/unified-data-experience-unleashing-the-value-of-bp-data2025-11-30https://aicouncil.com/speakers-archive/abhi-sivasailam2023-01-13https://aicouncil.com/talks26/building-a-better-world-with-ai-one-architectural-drawing-at-a-time2026-03-09https://aicouncil.com/talks-archive/elastic-big-data-platform-at-datadog2019-07-31https://aicouncil.com/speakers/iker-martinez-de-apellaniz2025-12-02https://aicouncil.com/partysf17https://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Email/Headers/Community_Party_Email_Header_600x200px(no-copy).pngCommunityPartyEmailHeader600x200pxnocopyCommunityPartyEmailHeader600x200pxnocopy2017-08-10https://aicouncil.com/talks24/building-data-engineering-teams2024-01-16https://aicouncil.com/talks24/write-less-more-how-dagster-rebuilt-our-docs-from-the-ground-up2025-02-10https://aicouncil.com/speaker/effective-management-of-high-volume-numeric-data-with-histograms2021-11-03https://aicouncil.com/profile/chris-clark2026-03-14https://aicouncil.com/profile/greg-ratner2019-04-08https://aicouncil.com/speakers-archive/josh-curl2025-03-06https://aicouncil.com/talks25/building-a-self-service-platform-for-continuous-real-time-feature-generation-for-machine-learning2025-11-30https://aicouncil.com/talks26/evolving-stitch-fix-data-platform-for-data-lineage2026-03-09https://aicouncil.com/talks-archive/how-to-optimize-apache-spark-cloud-clusters-for-cost-and-runtime-goals-with-sync-computing2023-02-02https://aicouncil.com/speakers/will-thompson2025-12-02https://aicouncil.com/speakers-archive/dario-pascual2019-12-06https://aicouncil.com/talks-0/unbundling-of-the-cloud-data-warehouse2025-02-10https://aicouncil.com/speakers-archive/mayukh-bhaowal2019-12-06https://aicouncil.com/profile/calvin-french-owen2026-03-14https://aicouncil.com/speaker/using-causal-forests-for-subpopulation-identification-in-randomized-clinical-trials2021-11-03https://aicouncil.com/talks25/small-data-and-the-model-stack2025-11-30https://aicouncil.com/talks26/the-challenges-of-distributing-postgres-a-citus-story2026-03-09https://aicouncil.com/speakers/karen-hsieh2025-12-02https://aicouncil.com/speakers-archive/ben-wellington2019-12-06https://aicouncil.com/cloud-data-warehouse-benchmark-redshift-vs-snowflake-vs-bigqueryhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/George%20Fraser%20Fivetran.pngGeorgeFraserFivetranGeorgeFraserFivetranhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-05-25https://aicouncil.com/talks-0/kafka-meets-scale2022-04-29https://aicouncil.com/speaker/the-unreasonable-deceptiveness-of-bad-data2021-11-03https://aicouncil.com/talks-0/not-your-fathers-data-lakehouse-building-with-trino-and-iceberg2024-03-01https://aicouncil.com/talks-0/the-future-of-guardrails2025-02-10https://aicouncil.com/speakers/felipe-hoffa2025-12-02https://aicouncil.com/profile/mahendra-kutare2023-05-18https://aicouncil.com/talks25/not-your-fathers-data-lakehouse-building-with-trino-and-iceberg2025-11-30https://aicouncil.com/speakers-archive/george-davis2019-12-06https://aicouncil.com/talks26/building-llm-applications-with-llama-stack2026-03-09https://aicouncil.com/talks-archive/dont-let-your-ml-models-decay2022-01-04https://aicouncil.com/speakers-archive/calvin-french-owen2026-03-14https://aicouncil.com/speakers/josh-curl2025-12-02https://aicouncil.com/talks-0/real-time-sql-stream-processing-at-scale-with-apache-kafka-and-ksql2022-04-29https://aicouncil.com/talks24/mlops-for-league-of-legends-heimerdinger-toolbelt2024-01-16https://aicouncil.com/talks26/evolving-ai-laws-and-the-imperative-to-build-safe-compliant-and-risk-proof-ai2026-03-09https://aicouncil.com/talks26/data-reliability-for-data-lakes2026-03-09https://aicouncil.com/talks26/scalable-continuous-monitoring-for-large-scale-ab-experimentation2026-03-09https://aicouncil.com/talks-0/train-deploy-and-run-a-ml-model-using-python-snowpark-and-streamlit2023-01-21https://aicouncil.com/talks26/the-power-of-data-driven-storytelling2026-03-09https://aicouncil.com/talks/the-observatorium-using-machine-learning-and-observability-together-to-reduce-incident-impact2024-01-03https://aicouncil.com/talks24/data-products-arent-just-for-data-teams2024-01-16https://aicouncil.com/speakers/rendy-bambang-junior2025-12-02https://aicouncil.com/talks25/the-future-of-business-intelligence2025-11-30https://aicouncil.com/talks26/building-a-distributed-data-access-layer-for-analytics-on-any-cloud2026-03-09https://aicouncil.com/talks25/oaks-open-agentic-knowledge-stack2025-11-30https://aicouncil.com/blog/pipeline-ai-featured-startup-sf18https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-02https://aicouncil.com/talks-archive/rags-to-riches-engineering-the-future-of-llm-systems2025-03-25https://aicouncil.com/profile/noy-twerski2024-01-02https://aicouncil.com/talks-0/content-based-recommendations-using-word-embeddings-to-automate-related-content-generation-at-buzzfeed2022-04-29https://aicouncil.com/speakers/marco-bressan2025-12-02https://aicouncil.com/profile/juan-carlos-castro2019-03-14https://aicouncil.com/talks-archive/argo-kubernetes-native-workflows-and-pipelines2019-07-31https://aicouncil.com/speaker-bio/67398810692019-02-25https://aicouncil.com/speakers/anand-ranganathan2025-12-02https://aicouncil.com/talks26/news-in-the-age-of-algorithmic-recommendation2026-03-09https://aicouncil.com/talks25/ai-powered-automation-supercharge-data-intensive-workflows-with-intelligent-agents2025-11-30https://aicouncil.com/profile/julia-schottenstein2023-03-06https://aicouncil.com/speakers-archive/josh-ferguson2019-12-06https://aicouncil.com/talks-archive/building-real-time-analytics-applications-using-apache-pinot-a-case-study-of-linkedin2019-07-31https://aicouncil.com/speakers-archive/idan-gazit2023-02-24https://aicouncil.com/talks26/statistical-and-computational-challenges-of-real-time-news-clustering2026-03-09https://aicouncil.com/talks25/running-enterprise-agents-in-production-architecture-and-secure-execution-models2026-02-18https://aicouncil.com/speakers/emma-tang2025-12-02https://aicouncil.com/profile/brace-sproul2026-03-01https://aicouncil.com/talks25/just-because-your-data-is-unstructured-doesnt-mean-it-should-be-onerous2025-11-30https://aicouncil.com/talks-0/mozilla-ai2026-03-31https://aicouncil.com/profile/joshua-loftus2019-11-01https://aicouncil.com/talks/a-multi-armed-bandit-framework-for-recommendations-at-netflix2024-01-03https://aicouncil.com/talks25/swimming-in-the-data-river-or-when-streaming-analytics-isnt2025-11-30https://aicouncil.com/talks-0/explainable-ai2022-04-29https://aicouncil.com/talks25/llm-observability-and-evaluations2025-11-30https://aicouncil.com/speakers/dan-robinson2025-12-02https://aicouncil.com/talks/tailor-s-look-what-you-made-me-do2024-01-03https://aicouncil.com/talks26/track-host-data-organizations-ethics2026-03-09https://aicouncil.com/speaker/an-introduction-to-big-datas-unsung-hero-the-log2021-11-03https://aicouncil.com/talks/avoiding-lock-in-with-oss2024-01-03https://aicouncil.com/talks26/predictive-auto-scaling-at-mongodb2026-03-09https://aicouncil.com/speakers/viktor-gamov2025-12-02https://aicouncil.com/talks25/building-a-feature-platform-to-scale-machine-learning2025-11-30https://aicouncil.com/talks/scaling-data-products-under-startup-constraints-a-case-study-of-ml-bias-testing2024-01-03https://aicouncil.com/talks24/7-habits-to-build-ethical-ai2024-01-16https://aicouncil.com/talks-0/the-unreasonable-deceptiveness-of-bad-data2022-04-29https://aicouncil.com/talks26/data-apps-data-warehouse-as-a-platform2026-03-09https://aicouncil.com/talks/vc-panel-talk-sf182024-01-03https://aicouncil.com/speakers-archive/elijah-ben-izzy2024-02-17https://aicouncil.com/talks24/building-a-business-review-program-from-scratch2024-01-16https://aicouncil.com/talks/a-building-the-blueprint-for-scalable-data-products-in-public-sector2026-02-25https://aicouncil.com/talks26/internals-of-slatedb-an-embedded-key-value-store-built-on-object-storage2026-03-09https://aicouncil.com/profile/malte-sandstede2019-09-18https://aicouncil.com/speakers/eric-sammer2025-12-02https://aicouncil.com/talks24/inference-for-async-agents-in-production2026-03-31https://aicouncil.com/speakers-archive/pete-soderling2022-03-22https://aicouncil.com/talks24/parsing-of-diverse-healthcare-data2024-01-16https://aicouncil.com/speaker-bio/holden-karau2019-02-25https://aicouncil.com/speakers/daragh-sibley2025-12-02https://aicouncil.com/composable-parallel-processing-in-apache-spark-and-weldhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Matei_Zaharia_Keynote_DataEngConf_SF17.pngMateiZahariaKeynoteDataEngConfSF17MateiZahariaKeynoteDataEngConfSF17https://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-11-09https://aicouncil.com/talks-archive/you-wont-believe-how-we-optimize-our-headlines2019-07-31https://aicouncil.com/talks/how-to-create-a-shared-open-standard-for-data-quality2024-01-03https://aicouncil.com/talks-archive/the-unreasonable-effectiveness-of-product-sense2020-03-02https://aicouncil.com/speakers-archive/vitaly-gordon2020-03-02https://aicouncil.com/talks26/legal-agency-building-domain-specific-agents-for-enterprise2026-03-09https://aicouncil.com/speakers-archive/matt-housley2023-02-14https://aicouncil.com/talks-0/predictive-modeling-on-its-head-a-pipeline-that-finds-cancer-asthma-and-hemophilia2022-04-29https://aicouncil.com/talks25/making-humans-and-code-gpu-capable-at-mailchimp2025-11-30https://aicouncil.com/talks-archive/reducing-flight-delays-with-kubernetes-and-tensorflow2019-10-28https://aicouncil.com/speakers/marlene-guraieb2025-12-02https://aicouncil.com/blog/pachyderm-featured-startup-sf18https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-03-21https://aicouncil.com/speakers/carmen-herrero2025-12-02https://aicouncil.com/talks24/designing-and-building-metric-trees2024-01-16https://aicouncil.com/talks-0/computer-vision-in-space2022-04-29https://aicouncil.com/speakers-archive/zachary-klein2023-01-26https://aicouncil.com/talks26/its-about-time-an-introduction-to-timely-dataflow2026-03-09https://aicouncil.com/talks25/scalable-and-sustainable-feature-engineering-with-hamilton2025-11-30https://aicouncil.com/speaker-bio/mike-freedman2019-02-25https://aicouncil.com/talks26/build-trustworthy-llm-apps-powered-by-agentic-evals2026-03-09https://aicouncil.com/talks25/i-have-a-bone-to-pick-with-feature-stores2025-11-30https://aicouncil.com/talks-0/the-highs-and-lows-of-building-an-adtech-data-pipeline2022-04-29https://aicouncil.com/profile/paco-valdez2024-02-08https://aicouncil.com/talks24/distributed-sql-databases-deconstructed2024-01-16https://aicouncil.com/talks-archive/how-to-ensure-your-model-does-not-drift-from-human-in-the-loop-concept-to-building-fully-adaptive-ml-models-using-crowdsourcing2023-02-05https://aicouncil.com/talks24/why-you-shouldnt-care-about-iceberg2024-01-16https://aicouncil.com/talks26/data-security-and-privacy-in-the-age-of-machine-learning2026-03-09https://aicouncil.com/building-real-time-data-pipelines-made-easy-with-structured-streaming-in-apache-sparkhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Tathagata%20Das.pngTathagataDasTathagataDashttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2018-05-30https://aicouncil.com/talks24/data-contracts-accountable-data-quality2024-01-16https://aicouncil.com/talks/federated-learning-and-analytics-at-google-and-beyond2024-01-03https://aicouncil.com/speaker/beyond-50000-partitions-how-heroku-pushes-the-limits-of-kafka-at-scale2021-11-03https://aicouncil.com/speakers/roger-magoulas2025-12-02https://aicouncil.com/talks-0/real-time-analytics-for-small-data-teams2024-01-04https://aicouncil.com/talks-archive/how-200-leaders-made-business-data-work-harder2021-12-18https://aicouncil.com/talks-0/dagster-workflows-for-data-science-machine-learning-and-data-engineering2022-04-29https://aicouncil.com/talks-0/5-lessons-from-the-classroom-for-evaluating-agents2026-03-14https://aicouncil.com/talks-0/creating-a-data-engineering-culture2022-04-29https://aicouncil.com/talks-0/extract-tiered-transform-load-a-pipeline-for-a-modular-scalable-and-observable-internal-analytics-platform2022-04-29https://aicouncil.com/talks24/from-prediction-to-uplift-causal-modeling-for-better-decisions2026-03-14https://aicouncil.com/speaker/weld-accelerating-data-science-by-100x2021-11-03https://aicouncil.com/talks/building-a-reliable-secure-and-efficient-event-ingestion-pipeline2024-02-21https://aicouncil.com/talks26/ottobot-productionizing-llm-models2026-03-09https://aicouncil.com/speaker-bio/ion-stoica2019-02-25https://aicouncil.com/talks25/data-science-pinterest2025-11-30https://aicouncil.com/talks/the-future-roadmap-for-the-composable-data-stack2024-01-04https://aicouncil.com/profile/shira-mitchell2019-10-28https://aicouncil.com/talks/using-embeddings-to-understand-the-evolution-of-data-science-skill-sets2024-01-03https://aicouncil.com/talks25/putting-data-to-work-for-global-urban-development2025-11-30https://aicouncil.com/speakers/george-fraser2025-12-02https://aicouncil.com/talks26/small-data-and-the-model-stack2026-03-09https://aicouncil.com/talks-0/data-science-and-analytics2022-04-29https://aicouncil.com/speakers-archive/kenny-wong2024-01-31https://aicouncil.com/talks/lets-play-flappybird-some-data-engineering2024-02-21https://aicouncil.com/talks26/train-deploy-and-run-a-ml-model-using-python-snowpark-and-streamlit2026-03-09https://aicouncil.com/talks24/online-learning-of-website-embeddings-for-accurate-prediction-of-user-behavior-even-when-data-are-scarce2024-01-16https://aicouncil.com/speaker-bio/sid-anand2019-02-25https://aicouncil.com/speakers/nick-schrock2025-12-02https://aicouncil.com/talks24/the-road-to-exceptional-data-correctness2024-01-16https://aicouncil.com/talks24/how-to-make-security-data-actionable-with-graph-theory2024-01-16https://aicouncil.com/talks24/go-to-market-data-enrichment-practical-strategies-to-drive-business-value2025-03-10https://aicouncil.com/talks/powering-ubers-global-network-analytics-pipelines-in-near-real-time-with-hudi-delta-streamer-ethan-guo-yihua2024-01-03https://aicouncil.com/speaker/taming-the-deep-learning-workflow2021-11-03https://aicouncil.com/speaker/engineering-lessons-learned-by-data-scientists-in-growing-malwarescore-from-kaggle-competition-to-trusted-antivirus-solution2021-11-03https://aicouncil.com/speakers-archive/hamel-husain2023-01-13https://aicouncil.com/profile/john-maiden2019-10-28https://aicouncil.com/talks-0/translating-source-code-into-natural-language-with-ai2022-04-29https://aicouncil.com/talks-archive/technical-founders-panel-nyc182019-07-31https://aicouncil.com/talks24/stream-processing-design-patterns2024-01-16https://aicouncil.com/talks-0/why-it-takes-billions-navigating-the-ai-landscape-with-openai-google-nvidia-and-everyone-else-with-billions-to-spare2024-03-01https://aicouncil.com/talks-0/bridging-the-ai-implementation-gap-strategies-for-embedding-data-professionals-with-business-units2025-03-06https://aicouncil.com/speakers/kenneth-sanford2025-12-02https://aicouncil.com/talks26/data-pipeline-frameworks-the-dream-and-the-reality2026-03-09https://aicouncil.com/talks-0/big-data-platform-as-a-service-for-cross-media-monitoring2022-04-29https://aicouncil.com/profile/joe-spisak2023-12-21https://aicouncil.com/profile/serhii-sokolenko2025-03-18https://aicouncil.com/talks26/urgent-help-these-pets-find-homes-working-across-teams-in-datahub2026-03-09https://aicouncil.com/profile/ian-whitestone2023-01-13https://aicouncil.com/talks26/pydantic-an-opinionated-blueprint-for-the-future-of-genai-applications2026-03-09https://aicouncil.com/talks25/building-real-time-data-pipelines-made-easy-with-structured-streaming-in-apache-spark2025-11-30https://aicouncil.com/talks25/what-comes-after-deep-learning2026-02-25https://aicouncil.com/speaker-bio/stephen-osullivan2019-02-25https://aicouncil.com/talks26/beyond-the-ai-pilot-a-framework-for-building-systems-that-actually-deliver2026-03-31https://aicouncil.com/profile/ayush-patel2023-01-13https://aicouncil.com/talks26/extreme-self-service-turning-data-consumers-into-data-constructors2026-03-09https://aicouncil.com/talks24/super-secret-next-big-thing-for-duckdb2026-02-25https://aicouncil.com/speakers/clod%C3%A9ric-mars2025-12-02https://aicouncil.com/speaker/driving-in-dataland2021-11-03https://aicouncil.com/speaker-bio/sam-shah2019-02-25https://aicouncil.com/talks24/dagster-a-new-programming-model-for-data-processing2024-01-16https://aicouncil.com/speakers-archive/ion-stoica2019-12-06https://aicouncil.com/talks/dj-patil-keynote2024-01-03https://aicouncil.com/talks/rags-to-riches-engineering-the-future-of-llm-systems2025-03-25https://aicouncil.com/intro-to-scikit-learnhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Francesco_Mosconi.jpgFrancescoMosconiFrancescoMosconihttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-03-21https://aicouncil.com/speaker-bio/carlos-herrera2019-02-25https://aicouncil.com/speaker-bio/david-lundgren2019-02-25https://aicouncil.com/talks-archive/how-to-build-your-own-model-router2025-03-06https://aicouncil.com/talks25/building-a-holistic-sql-chatbot-that-solves-real-problems-for-people-in-tech-and-the-business2025-11-30https://aicouncil.com/profile/tathagata-das2019-03-14https://aicouncil.com/talks-archive/online-learning-of-website-embeddings-for-accurate-prediction-of-user-behavior-even-when-data-are-scarce2019-10-17https://aicouncil.com/speakers/nikhil-benesch2026-02-18https://aicouncil.com/talks26/an-introduction-to-big-datas-unsung-hero-the-log2026-03-09https://aicouncil.com/profile/amit-ramesh2019-03-20https://aicouncil.com/speakers/vicente-valls-rios2025-12-02https://aicouncil.com/talks25/ten-years-of-building-open-source-standards-242025-11-30https://aicouncil.com/intro-to-pandas-workshophttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Ivan_Corneillet.jpgIvanCorneilletIvanCorneillethttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert12017-04-04https://aicouncil.com/speakers-archive/sameer-yami2019-12-06https://aicouncil.com/talks-archive/huggingface-ray-air-integration-a-python-developers-guide-to-scaling-transformers2023-01-31https://aicouncil.com/talks-0/leveraging-stateful-functions-to-power-the-next-generation-of-event-driven-applications2022-04-29https://aicouncil.com/talks-0/the-model-is-not-the-product2025-03-31https://aicouncil.com/speakers/yaniv-ben-hemo2025-12-02https://aicouncil.com/profile/devaris-brown2023-01-13https://aicouncil.com/profile/ryan-blue2021-12-09https://aicouncil.com/speakers-archive/robertyi2023-01-13https://aicouncil.com/talks25/big-data-platform-as-a-service-for-cross-media-monitoring2025-11-30https://aicouncil.com/talks25/the-modern-database-debate-postgresql-and-mongodb2025-11-30https://aicouncil.com/talks24/hindsight-bias-how-to-deal-with-label-leakage-at-scale2024-01-16https://aicouncil.com/speakers-archive/erin-palmer2019-12-06https://aicouncil.com/talks25/actionable-and-interpretable-predictions-from-a-stacked-model2025-11-30https://aicouncil.com/talks24/optimizing-time-to-data-through-streams-and-data-abstraction2024-01-16https://aicouncil.com/talks26/real-time-sql-stream-processing-at-scale-with-apache-kafka-and-ksql2026-03-09https://aicouncil.com/talks26/appifying-data-science-workflows-to-create-composable-user-friendly-data-pipeline-products2026-03-09https://aicouncil.com/talks25/going-bayes-shifting-our-testing-methods-to-reflect-our-priorities2025-11-30https://aicouncil.com/speakers/aaron-richter-phd2025-12-02https://aicouncil.com/speakers/gergely-krasznai2025-12-02https://aicouncil.com/talks-archive/real-time-retrieval-with-deep-learning-benefits-and-challenges2020-03-02https://aicouncil.com/speakers-archive/yury-izrailevsky2026-03-31https://aicouncil.com/talks-0/change-data-streaming-patterns-with-debezium-apache-flink2023-01-31https://aicouncil.com/talks24/cdc-stream-processing-with-apache-flink2024-01-16https://aicouncil.com/speakers/amber-roberts2025-12-02https://aicouncil.com/speakers-archive/julien-le-dem2019-12-06https://aicouncil.com/talks26/spectrify-leveraging-redshift-spectrum-for-fun-and-profit2026-03-09https://aicouncil.com/talks-0/track-host-data-analytics2022-04-29https://aicouncil.com/talks26/make-too-much-knowledge-just-enough.-massive-scale-rag-and-graphrag-with-open-source2026-03-09https://aicouncil.com/profile/david-kelly2019-03-14https://aicouncil.com/talks25/on-the-margins-insights-vs-reporting2025-11-30https://aicouncil.com/talks25/no-more-bs-how-and-when-to-really-leverage-ai2025-11-30https://aicouncil.com/talks/computational-social-science-exciting-progress-future-challenges2024-01-03https://aicouncil.com/talks26/machine-learning-and-the-sports-betting-industry2026-03-09https://aicouncil.com/talks25/taming-the-deep-learning-workflow2025-11-30https://aicouncil.com/talks-archive/arguments-against-hand-labeling2021-12-09https://aicouncil.com/speakers/jonathan-jin2025-12-02https://aicouncil.com/talks25/a-multi-armed-bandit-framework-for-recommendations-at-netflix2025-11-30https://aicouncil.com/talks24/the-highs-and-lows-of-building-an-adtech-data-pipeline2024-01-16https://aicouncil.com/talks-0/towards-human-ai-teaming-intelligence-ecosystems-to-tackle-high-stakes-use-cases2022-04-29https://aicouncil.com/speaker-bio/aditya-jami2019-02-25https://aicouncil.com/talks-0/designing-engineering-a-viral-multi-model-ai-workflow-from-prototype-to-300k-users-in-two-weeks2025-03-10https://aicouncil.com/talks/oramacore-a-search-database-with-llms-built-in2025-03-31https://aicouncil.com/talks24/when-testing-in-production-is-a-good-idea2024-01-16https://aicouncil.com/profile/stas-kelvich2026-03-14https://aicouncil.com/speakers-archive/william-nelson2019-12-06https://aicouncil.com/talks/chatbots-at-nestle-improving-performance-on-intent-detection2024-01-03https://aicouncil.com/speakers-archive/umesh-unnikrishnan2026-03-27https://aicouncil.com/talks/calvin-french-owen-on-the-future-of-agentic-coding2026-03-14https://aicouncil.com/talks25/data-culture-20-leveraging-ai-to-build-human-connections-and-expand-your-influence2025-11-30https://aicouncil.com/speakers-archive/sid-anand2019-12-06https://aicouncil.com/intermediate-apache-airflow-workshophttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Arthur_Wiedmer.jpgArthurWiedmerArthurWiedmerhttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert12017-03-21https://aicouncil.com/talks24/how-to-properly-evaluate-your-ml-model2024-01-16https://aicouncil.com/talks25/extinguishing-the-garbage-fire-of-ml-testing2025-11-30https://aicouncil.com/talks24/ml-platforms-sf202024-01-16https://aicouncil.com/talks25/vc-panel-the-present-future-of-data-oriented-startups-dataengconf-ny-162025-11-30https://aicouncil.com/speakers/nick-rockwell2025-12-02https://aicouncil.com/profile/parminder-singh2026-02-25https://aicouncil.com/talks26/track-host-streaming-systems-nyc192026-03-09https://aicouncil.com/speakers/christophe-blefari2025-12-02https://aicouncil.com/talks-0/timescaledb-rearchitecting-a-sql-database-for-time-series-data2022-04-29https://aicouncil.com/talks25/cloud-data-warehouse-benchmark-redshift-vs-snowflake-vs-bigquery2025-11-30https://aicouncil.com/talks/build-faster-more-responsive-analytics-with-a-semantic-layer2024-02-08https://aicouncil.com/talks25/the-ai-data-scientist-isnt-a-software-engineer2026-02-18https://aicouncil.com/speakers/sanjay-krishnan2025-12-02https://aicouncil.com/talks/track-host-streaming-systems-nyc192024-01-03https://aicouncil.com/speakers/gideon-mann2025-12-02https://aicouncil.com/talks/welcome-to-our-data-benchmark-where-everythings-made-up-and-the-points-dont-matter2026-03-14https://aicouncil.com/speakers-archive/matthew-humeau2024-01-26https://aicouncil.com/talks-archive/ai-launchpad-2025-nao2025-03-18https://aicouncil.com/talks24/anomaly-detection-for-data-quality-and-metric-shifts-at-netflix2024-01-16https://aicouncil.com/talks26/what-data-practitioners-need-to-know-about-data-privacy2026-03-09https://aicouncil.com/talks24/building-resilient-machine-learning-pipelines-with-iot-data2024-01-16https://aicouncil.com/profile/parham-parvizi2025-03-17https://aicouncil.com/speakers-archive/ricardo-baeza-yates2019-12-06https://aicouncil.com/using-apache-arrow-calcite-and-parquet-to-build-a-relational-cachehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Jacques%20Nadeau%20Dremio.pngJacquesNadeauDremioJacquesNadeauDremio2018-03-01https://aicouncil.com/talks26/high-performance-model-serving-in-python-using-bentoml2026-03-09https://aicouncil.com/speakers-archive/jennifer-prendki2019-12-06https://aicouncil.com/talks25/amundsen-from-discovering-data-to-securing-data2025-11-30https://aicouncil.com/talks/benchmarking-ai-agents-against-realistic-analytical-tasks-with-ade-bench2026-02-18https://aicouncil.com/talks-archive/real-time-sql-stream-processing-at-scale-with-apache-kafka-and-ksql2019-10-23https://aicouncil.com/talks/fast-effective-natural-language-understanding2024-01-03https://aicouncil.com/talks-0/malloy-an-experimental-language-for-data2023-01-13https://aicouncil.com/profile/christian-romming2019-03-14https://aicouncil.com/talks25/rlvr-in-practice-from-synthetic-data-to-grpo2025-11-30https://aicouncil.com/speakers/meryem-arik2026-03-31https://aicouncil.com/talks26/processing-geographic-data-at-internet-scale2026-03-09https://aicouncil.com/speakers-archive/kuba-rogut2026-03-27https://aicouncil.com/talks25/tapeagents-a-powerful-framework-for-building-and-optimizing-ai-agents2025-11-30https://aicouncil.com/speakers/jaya-kawale2025-12-02https://aicouncil.com/automating-machine-learninghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/andreas.pngandreasandreashttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-01-16https://aicouncil.com/talks-0/pricing-ai-agents2026-02-18https://aicouncil.com/talks24/what-the-heck-is-an-in-memory-data-grid2024-01-16https://aicouncil.com/speakers-archive/avi-press2025-02-14https://aicouncil.com/talks-archive/processing-trillions-of-records-at-okta-with-mini-serverless-databases2024-01-31https://aicouncil.com/talks26/how-freewheel-processes-billions-of-ad-tech-events-in-real-time2026-03-09https://aicouncil.com/talks-archive/govern-your-data-clients-the-right-way-to-scale2023-03-06https://aicouncil.com/talks-0/beyond-simple-ab-testing-advanced-experimentation-tactics2024-01-26https://aicouncil.com/talks24/an-overview-of-storage-for-google-cloud-pub-sub2024-01-16https://aicouncil.com/speaker-bio/erin-palmer2019-02-25https://aicouncil.com/speakers/zachary-klein2025-12-02https://aicouncil.com/talks24/how-to-teach-an-old-dog-new-tricks-modernizing-a-business-with-data-products2024-01-16https://aicouncil.com/speaker/fiddler-an-explainable-ai-engine2021-11-03https://aicouncil.com/speakers/shayan-mohanty2025-12-02https://aicouncil.com/talks-0/how-to-finally-get-self-service-by-ditching-the-star-schema2022-04-29https://aicouncil.com/talks-archive/building-sota-search-its-ranking-all-the-way-down2025-04-18https://aicouncil.com/talks-archive/lean-engineering-sf202020-01-19https://aicouncil.com/talks25/apache-arrow-a-cross-language-development-platform-for-in-memory-data2025-11-30https://aicouncil.com/speakers/ashley-miller2025-12-02https://aicouncil.com/talks24/analyzing-data-in-the-cloud-is-true-privacy-and-security-possible2024-01-16https://aicouncil.com/talks24/actionable-and-interpretable-predictions-from-a-stacked-model2024-01-16https://aicouncil.com/talks-0/openais-responses-api-a-new-foundation-for-building-with-models-tools2025-03-13https://aicouncil.com/talks25/combating-ai-bias-at-scale2025-11-30https://aicouncil.com/speakers/kanishk-mittal2026-03-31https://aicouncil.com/talks/emotion-recognition-in-images-and-text2024-01-03https://aicouncil.com/speakers/david-kelly2025-12-02https://aicouncil.com/profile/shruti-gandhi2019-03-14https://aicouncil.com/speakers-archive/kashish-gupta2022-03-21https://aicouncil.com/speakers/david-margulies2025-12-02https://aicouncil.com/talks-archive/cloud-native-stream-processing2019-07-31https://aicouncil.com/talks/the-future-of-business-intelligence2024-01-03https://aicouncil.com/talks25/the-trade-off-between-strict-validation-and-accepting-anything2025-11-30https://aicouncil.com/profile/lisha-li2019-03-14https://aicouncil.com/talks/what-does-it-take-to-build-a-postgres-specialized-data-movement-tool2024-02-21https://aicouncil.com/talks/the-literate-programmer-cargo-cult-open-source2024-01-03https://aicouncil.com/speakers/ramon-gras-aloma2025-12-02https://aicouncil.com/speakers-archive/rick-lamers2021-12-15https://aicouncil.com/profile/tony-kau2024-02-08https://aicouncil.com/speakers/laura-cosgrove2025-12-02https://aicouncil.com/talks/govern-your-data-clients-the-right-way-to-scale2024-01-03https://aicouncil.com/talks25/everything-i-know-about-data-science-i-learned-from-model-railroading2025-11-30https://aicouncil.com/speaker/using-apache-spark-for-processing-trillions-of-records-each-day-at-datadog2021-11-03https://aicouncil.com/speakers-archive/nikolas-goebel2019-12-06https://aicouncil.com/speakers/eric-warner2025-12-02https://aicouncil.com/profile/kirit-basu2024-01-27https://aicouncil.com/talks26/a-federated-information-infrastructure-that-works2026-03-09https://aicouncil.com/profile/skyler-thomas2025-03-13https://aicouncil.com/profile/ezi-ozoani2026-02-18https://aicouncil.com/speakers/fred-moyer2025-12-02https://aicouncil.com/speakers/thomas-mickley-doyle2025-12-02https://aicouncil.com/profile/tzu-li-gordon-tai2019-06-13https://aicouncil.com/talks24/train-deploy-and-run-a-ml-model-using-python-snowpark-and-streamlit2024-01-16https://aicouncil.com/speaker-bio/alyssa-frazee2019-02-25https://aicouncil.com/speaker/systemml-spark-a-framework-for-scalable-data-science-algorithm-development2021-11-03https://aicouncil.com/talks24/the-case-for-declarative-machine-learning2024-01-16https://aicouncil.com/blog/volunteer-at-data-council-2025https://www.datacouncil.ai/hubfs/Volunteer%20Card.pngVolunteerCardVolunteerCardhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12025-02-26https://aicouncil.com/speakers-archive/alvaro-soto2021-12-14https://aicouncil.com/talks/building-a-business-review-program-from-scratch2024-01-03https://aicouncil.com/talks24/data-for-impact-levering-llms-for-nonprofit-social-research2024-02-17https://aicouncil.com/talks/scaling-the-best-healthcare-to-everyone-with-ai2024-01-03https://aicouncil.com/profile/arnau-tibau-puig2019-09-16https://aicouncil.com/talks-archive/combating-ai-bias-at-scale2019-10-23https://aicouncil.com/speakers-archive/cl-kao2025-02-14https://aicouncil.com/profile/anil-sadineni2025-01-13https://aicouncil.com/talks-archive/apache-flink-adoption-at-shopify2021-11-09https://aicouncil.com/profile/kelley-rivoire2019-03-14https://aicouncil.com/talks-archive/evolving-ai-laws-and-the-imperative-to-build-safe-compliant-and-risk-proof-ai2023-01-13https://aicouncil.com/talks-archive/panel-data-lineage-weve-come-a-long-way2024-01-27https://aicouncil.com/talks/incident-management-for-data-people2024-01-03https://aicouncil.com/profile/eric-hanson2019-03-14https://aicouncil.com/profile/slater-stich2024-02-20https://aicouncil.com/talks-archive/notebooks-as-functions-with-papermill2019-07-31https://aicouncil.com/talks-0/deep-representations-of-time-series2022-04-29https://aicouncil.com/speakers-archive/leah-weiss2024-02-23https://aicouncil.com/speakers-archive/vishakha-gupta-cledat2020-02-26https://aicouncil.com/speaker-bio/richard-brosi2019-02-25https://aicouncil.com/talks24/creating-and-powering-intelligent-assistants2024-01-16https://aicouncil.com/talks-0/ai-powered-automation-supercharge-data-intensive-workflows-with-intelligent-agents2025-03-10https://aicouncil.com/talks24/format-wars-from-vhs-and-beta-to-avro-and-parquet2024-01-16https://aicouncil.com/profile/haile-owusu2019-03-14https://aicouncil.com/talks/go-to-market-data-enrichment-practical-strategies-to-drive-business-value2025-03-10https://aicouncil.com/talks25/fast-data-apps-with-alpakka-kafka-connector-and-akka-streams2025-11-30https://aicouncil.com/talks-0/evolving-data-pipelines-at-scale2024-01-23https://aicouncil.com/speakers-archive/shira-mitchell2019-12-06https://aicouncil.com/speakers-archive/ravi-suhag2019-12-06https://aicouncil.com/talks/scaling-up-your-pandas-workflows-with-modin2024-01-03https://aicouncil.com/talks26/improving-search-with-natural-language-processing-and-deep-learning2026-03-09https://aicouncil.com/speakers/sumukh-avadhani2025-12-02https://aicouncil.com/talks-archive/welcome-to-our-data-benchmark-where-everythings-made-up-and-the-points-dont-matter2026-03-14https://aicouncil.com/talks-0/stream-processing-in-python-with-wallaroo2022-04-29https://aicouncil.com/speakers-archive/carl-gold2019-12-06https://aicouncil.com/speakers/tobias-lunt2025-12-02https://aicouncil.com/speakers/david-tan2025-12-02https://aicouncil.com/real-time-system-computing-engineshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-09-20https://aicouncil.com/profile/matt-helm2024-01-04https://aicouncil.com/speakers/willy-lulciuc2025-12-02https://aicouncil.com/talks-0/track-host-streaming-systems-nyc192022-04-29https://aicouncil.com/talks26/more-than-query-future-directions-of-query-langages-from-sql-to-morel2026-03-09https://aicouncil.com/talks-0/the-modern-stack-for-ml-infrastructure2022-04-29https://aicouncil.com/speakers-archive/eric-hansander2024-02-17https://aicouncil.com/talks26/pytorch-the-platform-for-accelerating-ai-research-to-production2026-03-09https://aicouncil.com/talks-archive/factory-abhay2026-03-27https://aicouncil.com/profile/jacopo-tagliabue2026-02-25https://aicouncil.com/speakers-archive/elie-bakouch2026-02-18https://aicouncil.com/profile/umesh-unnikrishnan2026-03-27https://aicouncil.com/talks25/using-apache-spark-for-processing-trillions-of-records-each-day-at-datadog2025-11-30https://aicouncil.com/talks-archive/reproducibility-in-data-science2019-11-07https://aicouncil.com/speakers-archive/scott-truitt2022-12-06https://aicouncil.com/talks/dbt-powerful-open-source-data-transformations2024-01-03https://aicouncil.com/talks-0/how-to-change-a-city-with-data-science2022-04-29https://aicouncil.com/talks-0/building-a-knowledge-graph-platform-from-billions-of-unstructured-online-sources-using-ai2022-04-29https://aicouncil.com/talks-0/data-mesh-buzzword-or-the-right-guide-towards-a-tactical-recipe-to-improve-event-data-quality2025-04-17https://aicouncil.com/talks-0/data-product-success-aligning-with-datas-core-purpose-a-framework-for-data-product-management-for-increasing-adoption-and-user-love2023-02-02https://aicouncil.com/speakers-archive/nan-ding2023-02-14https://aicouncil.com/talks-0/3-best-practices-for-data-organizations-structure-roi-communications2022-04-29https://aicouncil.com/talks-0/bringing-trillions-to-reality-how-sambanovas-memory-centric-design-powers-agentic-ai-and-genai-workflows-for-enterprise-data2025-03-25https://aicouncil.com/speakers-archive/petia-radeva2019-12-06https://aicouncil.com/talks25/track-host-hero-engineering-san-francisco-20182025-11-30https://aicouncil.com/talks25/building-resilient-machine-learning-pipelines-with-iot-data2025-11-30https://aicouncil.com/profile/manojit-nandi2019-03-14https://aicouncil.com/speakers-archive/franck-pachot2025-03-05https://aicouncil.com/talks/engineering-lessons-learned-by-data-scientists-in-growing-malwarescore-from-kaggle-competition-to-trusted-antivirus-solution2024-01-03https://aicouncil.com/speakers-archive/erik-bernhardsson2023-01-13https://aicouncil.com/talks26/the-materialize-incremental-view-maintenance-engine2026-03-09https://aicouncil.com/profile/adam-kelleher2019-03-14https://aicouncil.com/profile/elias-bareinboim2019-10-22https://aicouncil.com/talks24/appifying-data-science-workflows-to-create-composable-user-friendly-data-pipeline-products2024-01-16https://aicouncil.com/talks/how-to-do-segmentation-right-a-practical-guide-for-data-scientists2024-01-03https://aicouncil.com/talks/using-spatial-indexes-to-perform-geospatial-analytics-at-massive-scale2024-01-03https://aicouncil.com/talks24/sparklens-understanding-the-scalability-limits-of-spark-applications2024-01-16https://aicouncil.com/talks/inference-for-async-agents-in-production2026-03-31https://aicouncil.com/speakers/jacques-nadeau2025-12-02https://aicouncil.com/talks-0/apache-arrow-a-cross-language-development-platform-for-in-memory-data2022-04-29https://aicouncil.com/talks-archive/efficiently-storing-and-calculating-engagement-metrics-at-massive-scale2019-07-31https://aicouncil.com/talks-archive/from-silo-to-scale-how-data-infrastructures-evolved-to-bring-more-data-to-more-people2024-03-09https://aicouncil.com/talks25/why-we-defined-a-metalanguage-for-sql2025-11-30https://aicouncil.com/speakers/dean-pleban2025-12-02https://aicouncil.com/profile/schuyler-brown2025-03-18https://aicouncil.com/talks25/core-data-science-nyc-192025-11-30https://aicouncil.com/talks/macrobase-a-search-engine-for-fast-data-streams2024-01-03https://aicouncil.com/talks26/parsing-of-diverse-healthcare-data2026-03-09https://aicouncil.com/talks26/track-host-core-data-engineering2026-03-09https://aicouncil.com/speakers/miguel-alvarez2025-12-02https://aicouncil.com/talks24/the-next-big-opportunities-in-data-infrastructure2024-01-16https://aicouncil.com/talks26/tailor-s-look-what-you-made-me-do2026-03-09https://aicouncil.com/talks-archive/federated-learning-and-analytics-at-google-and-beyond2020-07-27https://aicouncil.com/profile/brad-heller2025-03-18https://aicouncil.com/profile/tiago-henriques2019-09-30https://aicouncil.com/profile/ben-wellington2019-03-14https://aicouncil.com/talks24/technical-founders-panel-nyc182024-01-16https://aicouncil.com/talks/video-understanding-at-scale-deep-learning-in-a-serverless-infrastructure2024-01-03https://aicouncil.com/speakers/robert-yi2025-12-02https://aicouncil.com/profile/yevgeny-pats2024-02-21https://aicouncil.com/speakers/john-urbanik2025-12-02https://aicouncil.com/talks-0/format-wars-from-vhs-and-beta-to-avro-and-parquet2022-04-29https://aicouncil.com/speakers-archive/peter-kairouz2020-07-27https://aicouncil.com/speakers/paula-griffin2025-12-02https://aicouncil.com/talks-archive/get-ready-for-ml-level-up-your-data-lake-with-delta-and-lakefs2022-02-22https://aicouncil.com/speakers-archive/jeff-smith2019-12-06https://aicouncil.com/talks24/lean-engineering-sf202024-01-16https://aicouncil.com/talks-archive/time-based-autoencoder-ensemble-for-anomaly-detection-from-iot-time-series2019-07-31https://aicouncil.com/profile/jonathan-lenaghan2019-03-14https://aicouncil.com/talks/fiddler-an-explainable-ai-engine2024-01-03https://aicouncil.com/talks/an-open-semantic-layer-with-cube2024-01-03https://aicouncil.com/talks-0/the-modern-data-stack-lost-the-war-stop-building-more-dataframe-apis2026-02-18https://aicouncil.com/talks26/the-model-is-not-the-product2026-03-09https://aicouncil.com/talks-archive/data-access-for-data-science2019-07-31https://aicouncil.com/talks26/you-wont-believe-how-we-optimize-our-headlines2026-03-09https://aicouncil.com/talks/scalable-continuous-monitoring-for-large-scale-ab-experimentation2025-02-27https://aicouncil.com/speakers-archive/d-sivakumar2023-01-13https://aicouncil.com/speaker/optimizing-time-to-data-through-streams-and-data-abstraction2021-11-03https://aicouncil.com/talks-archive/rethinking-orchestration-as-reconciliation-software-defined-assets-in-dagster2021-11-30https://aicouncil.com/talks-archive/data-scientist-or-the-most-dangerous-job-of-the-21st-century2019-10-28https://aicouncil.com/talks26/causal-data-science-and-modeling2026-03-09https://aicouncil.com/talks24/active-learning-why-smart-labeling-is-the-future-of-data-annotation2024-01-16https://aicouncil.com/talks-0/building-an-end-to-end-data-stack-in-thirty-minutes2022-04-29https://aicouncil.com/talks24/using-causal-forests-for-subpopulation-identification-in-randomized-clinical-trials2024-01-16https://aicouncil.com/talks-archive/a-building-the-blueprint-for-scalable-data-products-in-public-sector2026-02-25https://aicouncil.com/talks24/rethinking-transportation-in-cities-making-traffic-smarter-through-optimization-and-location-intelligence2024-01-16https://aicouncil.com/speakers-archive/elizabeth-dlha2022-03-21https://aicouncil.com/talks26/amundsen-a-data-discovery-platform-from-lyft2026-03-09https://aicouncil.com/talks24/scalability-is-quantifiable-the-universal-scalability-law2024-01-16https://aicouncil.com/talks/ai-launchpad-2025-quesma2025-03-18https://aicouncil.com/speakers/bin-fan2025-12-02https://aicouncil.com/talks-archive/building-responsible-ai-best-practices-across-the-product-development-lifecycle2021-12-18https://aicouncil.com/talks-archive/building-blocks-reusing-queries-in-semantic-data-modeling2025-02-10https://aicouncil.com/talks26/charting-the-lakehouse-trail-a-data-migration-adventure2026-03-09https://aicouncil.com/talks24/reproducible-data-infrastructure-at-go-jek2024-01-16https://aicouncil.com/talks/ethical-data-acquisition-sales-in-the-ai-age2025-03-10https://aicouncil.com/talks26/using-apache-spark-for-processing-trillions-of-records-each-day-at-datadog2026-03-09https://aicouncil.com/talks-archive/a-new-era-of-applied-ai-how-to-accelerate-enterprise-adoption-of-ai-for-business-impact2023-01-13https://aicouncil.com/speakers-archive/ronny-luss2019-12-06https://aicouncil.com/talks24/emmanuel-ameisen-talk2024-01-26https://aicouncil.com/talks/actionable-and-interpretable-predictions-from-a-stacked-model2024-01-03https://aicouncil.com/speaker/fixing-the-big-data-development-cycle-with-sql2021-11-03https://aicouncil.com/talks24/malloy-an-experimental-language-for-data2024-01-16https://aicouncil.com/speakers/matt-hartman2025-12-02https://aicouncil.com/speakers-archive/max-schmitt2026-02-18https://aicouncil.com/talks26/fast-data-apps-with-alpakka-kafka-connector-and-akka-streams2026-03-09https://aicouncil.com/speakers/abhi-sivasailam2025-12-02https://aicouncil.com/talks25/what-data-practitioners-need-to-know-about-data-privacy2025-11-30https://aicouncil.com/speakers/jon-bratseth2025-12-02https://aicouncil.com/talks24/keynote-the-deconstructed-database-and-the-advent-of-the-open-data-lake2025-02-10https://aicouncil.com/talks-0/the-mythical-agent-month2026-03-14https://aicouncil.com/speaker/building-a-knowledge-graph-platform-from-billions-of-unstructured-online-sources-using-ai2021-11-03https://aicouncil.com/speaker/data-pipeline-frameworks-the-dream-and-the-reality2021-11-03https://aicouncil.com/speakers-archive/diana-kelley2026-03-14https://aicouncil.com/speakers-archive/quentin-francois2019-12-06https://aicouncil.com/talks/the-unreasonable-deceptiveness-of-bad-data2024-01-03https://aicouncil.com/talks24/ai-products-sf202024-01-16https://aicouncil.com/talks24/creating-knowledge-graphs-via-a-symbiosis-of-data-science-and-data-engineering2024-01-16https://aicouncil.com/talks/presto-optimizing-performance-of-sql-on-anything2024-01-03https://aicouncil.com/talks26/the-secret-life-of-predictive-models2026-03-09https://aicouncil.com/speakers/yupeng-fu2025-12-02https://aicouncil.com/profile/shuojie-wang2019-03-14https://aicouncil.com/speakers/max-beauchemin2025-12-02https://aicouncil.com/talks26/talking-bayes-to-business-a-b-testing-use-case2026-03-09https://aicouncil.com/talks-0/how-investors-think-about-data2023-03-06https://aicouncil.com/talks/an-overview-of-storage-for-google-cloud-pub-sub2024-01-03https://aicouncil.com/speakers/adam-kelleher2025-12-02https://aicouncil.com/talks26/ai-powered-automation-supercharge-data-intensive-workflows-with-intelligent-agents2026-03-09https://aicouncil.com/talks25/emotion-recognition-in-images-and-text2025-11-30https://aicouncil.com/speaker/building-a-modern-machine-learning-platform-on-kubernetes2021-11-03https://aicouncil.com/talks-archive/data-reliability-for-data-lakes2020-03-03https://aicouncil.com/talks25/building-a-lean-ai-startup-lessons-learned2025-11-30https://aicouncil.com/talks24/data-in-privacy-out-data-streams-for-the-privacy-age-with-strm-privacy2024-01-16https://aicouncil.com/speakers/franck-pachot2025-12-02https://aicouncil.com/talks24/the-future-of-column-oriented-data-processing-with-arrow-and-parquet2024-01-16https://aicouncil.com/talks26/beyond-50000-partitions-how-heroku-pushes-the-limits-of-kafka-at-scale2026-03-09https://aicouncil.com/speakers-archive/meredith-adler2023-01-20https://aicouncil.com/speaker/content-based-recommendations-using-word-embeddings-to-automate-related-content-generation-at-buzzfeed2021-11-03https://aicouncil.com/talks-0/introducing-switch-a-framework-for-custom-data-applications2022-04-29https://aicouncil.com/profile/nick-rockwell2019-10-04https://aicouncil.com/talks26/beyond-pipelines-introducing-pubsub-for-tables2026-03-09https://aicouncil.com/talks26/automatically-fix-data-issues-label-errors-in-most-ml-datasets2026-03-09https://aicouncil.com/talks24/rethinking-orchestration-as-reconciliation-software-defined-assets-in-dagster2024-01-16https://aicouncil.com/talks-archive/kafka-meets-scale2019-10-17https://aicouncil.com/talks24/govern-your-data-clients-the-right-way-to-scale2024-01-16https://aicouncil.com/talks-archive/building-a-data-foundation-for-multimodal-foundation-models2025-03-13https://aicouncil.com/talks-0/a-data-engineering-approach-to-solving-problems2022-04-29https://aicouncil.com/profile/jonathan-mortensen2025-03-10https://aicouncil.com/talks26/ai-governance-to-ensure-ethics-transparency-and-compliance-in-ai2026-03-09https://aicouncil.com/talks-archive/bridging-the-gap-between-batch-and-real-time-with-mixed-latency-pipelines2024-02-08https://aicouncil.com/talks/declarative-orchestration-why-youve-been-thinking-about-the-wrong-dag-the-entire-time2024-02-08https://aicouncil.com/talks-0/building-a-self-service-platform-for-continuous-real-time-feature-generation-for-machine-learning2022-04-29https://aicouncil.com/speaker/privacy-techniques-for-data-science2021-11-03https://aicouncil.com/talks-archive/what-is-a-dataset-emerging-core-concepts-in-the-modern-data-stack2022-01-19https://aicouncil.com/speaker-bio/darren-mccleary2019-02-25https://aicouncil.com/talks24/powering-ubers-global-network-analytics-pipelines-in-near-real-time-with-hudi-delta-streamer-ethan-guo-yihua2024-01-16https://aicouncil.com/speakers/elkhan-dadshov2025-12-02https://aicouncil.com/talks-0/valid-inference-after-model-selection-and-the-selectiveinference-package2022-04-29https://aicouncil.com/profile/brunno-attorre2019-04-08https://aicouncil.com/talks-archive/event-driven-data-architecture-at-letgo2019-07-31https://aicouncil.com/talks-archive/devops-for-machine-learning-and-other-half-truths-processes-and-tools-for-the-ml-lifecycle2022-03-09https://aicouncil.com/speakers/ciro-greco2025-12-02https://aicouncil.com/talks26/designing-and-building-metric-trees2026-03-09https://aicouncil.com/profile/monica-miller2024-02-28https://aicouncil.com/talks25/predictive-modeling-on-its-head-a-pipeline-that-finds-cancer-asthma-and-hemophilia2025-11-30https://aicouncil.com/talks-0/systematic-llm-prompt-optimization-with-dspy-and-databricks2026-03-27https://aicouncil.com/talks-archive/the-modern-stack-for-ml-infrastructure2021-11-09https://aicouncil.com/talks26/using-spatial-indexes-to-perform-geospatial-analytics-at-massive-scale2026-03-09https://aicouncil.com/profile/kanishk-mittal2026-03-31https://aicouncil.com/speakers-archive/elkhan-dadshov2024-01-30https://aicouncil.com/talks/from-twilio-to-propel-building-real-time-customer-facing-analytics-at-scale2024-01-12https://aicouncil.com/profile/bhaskar-ghosh2024-03-13https://aicouncil.com/talks-0/optimizing-iceberg-table-layouts-at-scale-a-multi-objective-approach2025-02-10https://aicouncil.com/speaker-bio/ryan-williams2019-02-25https://aicouncil.com/talks26/building-resilient-machine-learning-pipelines-with-iot-data2026-03-09https://aicouncil.com/speaker/the-trials-and-tribulations-of-scaling-data-science-and-engineering2021-11-03https://aicouncil.com/talks24/how-to-create-a-shared-open-standard-for-data-quality2024-01-16https://aicouncil.com/speakers/tom-nats2025-12-02https://aicouncil.com/speakers/mikiko-bazeley2025-12-02https://aicouncil.com/talks25/dagster-workflows-for-data-science-machine-learning-and-data-engineering2025-11-30https://aicouncil.com/talks-archive/what-goes-around-comes-around...-and-around2025-02-20https://aicouncil.com/talks24/get-ready-for-ml-level-up-your-data-lake-with-delta-and-lakefs2024-01-16https://aicouncil.com/blog/posthoghttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/OS%20project%20PostHog.jpegOSprojectPostHogOSprojectPostHog2021-03-04https://aicouncil.com/talks24/serverless-data-engineering-what-weve-learned-along-the-way2024-01-16https://aicouncil.com/talks24/automating-modeling-pipelines2024-01-16https://aicouncil.com/talks26/how-engineer-angels-evaluate-data-oriented-companies2026-03-09https://aicouncil.com/speakers-archive/joseph-e-gonzalez2024-02-28https://aicouncil.com/speakers-archive/miguel-rios2019-12-06https://aicouncil.com/profile/tao-feng2019-03-14https://aicouncil.com/talks25/the-future-of-data-engineering-in-a-post-ai-world2025-11-30https://aicouncil.com/talks24/dynamic-pricing-and-marketplace-health2024-01-16https://aicouncil.com/talks26/bridging-the-gap-between-batch-and-real-time-with-mixed-latency-pipelines2026-03-09https://aicouncil.com/talks24/using-ai-mathematics-and-statistics-to-find-similar-data-in-massive-data-ecosystems2024-01-16https://aicouncil.com/talks-archive/dagster-a-new-programming-model-for-data-processing2019-07-31https://aicouncil.com/talks24/testing-for-bias-in-production-ml-services2024-01-16https://aicouncil.com/talks24/streaming-cdc-data-from-postgresql-to-snowflake-challenges-and-solutions2024-03-26https://aicouncil.com/speaker/apache-arrow-a-cross-language-development-platform-for-in-memory-data2021-11-03https://aicouncil.com/speakers-archive/ori-soen2025-02-27https://aicouncil.com/talks-0/data-pipeline-frameworks-the-dream-and-the-reality2022-04-29https://aicouncil.com/speaker/democratizing-data-with-the-clover-transform-framework2021-11-03https://aicouncil.com/speakers-archive/willem-pienaar2019-12-06https://aicouncil.com/speakers-archive/llyod-tabb2023-01-13https://aicouncil.com/talks26/building-a-knowledge-graph-using-messy-real-estate-data2026-03-09https://aicouncil.com/talks25/blending-event-stream-processing-with-machine-learning-using-the-kafka-ecosystem2025-11-30https://aicouncil.com/talks24/oasis-data-analysis-platform-for-enterprise2024-01-16https://aicouncil.com/talks26/real-time-retrieval-with-deep-learning-benefits-and-challenges2026-03-09https://aicouncil.com/speakers/mark-mcquade2026-03-14https://aicouncil.com/talks/running-effective-machine-learning-teams-common-issues-challenges-and-solutions2024-01-03https://aicouncil.com/talks25/delivering-ml-models-the-safe-and-sane-way2025-11-30https://aicouncil.com/talks25/a-new-era-of-applied-ai-how-to-accelerate-enterprise-adoption-of-ai-for-business-impact2025-11-30https://aicouncil.com/speakers/joy-tang2025-12-02https://aicouncil.com/talks26/actionable-and-interpretable-predictions-from-a-stacked-model2026-03-09https://aicouncil.com/talks-0/a-sql-based-metrics-layer-for-duckdb-and-clickhouse2025-02-10https://aicouncil.com/talks-archive/legal-agency-building-domain-specific-agents-for-enterprise2025-03-31https://aicouncil.com/speakers/robin-trietsch2025-12-02https://aicouncil.com/speakers/karthik-ranganathan2025-12-02https://aicouncil.com/talks26/optimizing-time-series-data-in-mixed-architectures-with-questdb2026-03-09https://aicouncil.com/talks26/effective-management-of-high-volume-numeric-data-with-histograms2026-03-09https://aicouncil.com/talks26/real-time-analytics-for-small-data-teams2026-03-09https://aicouncil.com/talks24/agi-is-already-here-but-its-not-what-you-think2025-02-10https://aicouncil.com/talks-archive/to-get-the-value-ditch-the-hype2019-07-31https://aicouncil.com/talks-archive/running-enterprise-agents-in-production-architecture-and-secure-execution-models2026-02-18https://aicouncil.com/talks/oaks-open-agentic-knowledge-stack2025-03-31https://aicouncil.com/talks-archive/building-a-reliable-secure-and-efficient-event-ingestion-pipeline2024-02-21https://aicouncil.com/talks26/unlocking-reliable-genai-strategies-for-assessing-llms-in-real-world-applications2026-03-09https://aicouncil.com/talks24/causal-inference-making-the-right-intervention2024-01-16https://aicouncil.com/talks26/reducing-student-loans-with-bot-powered-humans2026-03-09https://aicouncil.com/talks25/artwork-personalization-at-netflix2025-11-30https://aicouncil.com/talks25/an-open-semantic-layer-with-cube2025-11-30https://aicouncil.com/profile/alyssa-ransbury2020-02-26https://aicouncil.com/talks/data-lineage-with-apache-airflow-using-openlineage2024-01-03https://aicouncil.com/talks-0/dynamic-pricing-and-marketplace-health2022-04-29https://aicouncil.com/talks25/fighting-churn-with-data2025-11-30https://aicouncil.com/speakers/joseph-powers2025-12-02https://aicouncil.com/speakers/simon-eskildsen2025-12-02https://aicouncil.com/talks/why-is-everyone-talking-about-apache-iceberg-from-the-original-creator-of-apache-iceberg2025-02-20https://aicouncil.com/talks-archive/the-power-of-data-driven-storytelling2019-10-02https://aicouncil.com/talks-0/building-llm-applications-with-llama-stack2025-03-13https://aicouncil.com/speakers-archive/feross-aboukhadijeh2026-03-14https://aicouncil.com/speakers-archive/amit-sangani2024-03-14https://aicouncil.com/talks-0/data-access-for-data-science2022-04-29https://aicouncil.com/speakers/richard-brosi2025-12-02https://aicouncil.com/an-overview-of-storage-for-google-cloud-pub/subhttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/Jason%20Ganetsky.pngJasonGanetskyJasonGanetskyhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-09-21https://aicouncil.com/speakers/matthew-humeau2025-12-02https://aicouncil.com/talks-archive/talking-bayes-to-business-a-b-testing-use-case2019-09-10https://aicouncil.com/talks/data-contracts-accountable-data-quality2024-01-03https://aicouncil.com/speakers-archive/lucy-wang2019-12-06https://aicouncil.com/partyhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Email/Headers/Community_Party_Email_Header_600x200px(no-copy).pngCommunityPartyEmailHeader600x200pxnocopyCommunityPartyEmailHeader600x200pxnocopyhttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-11-09https://aicouncil.com/speakers/sonia-sen2025-12-02https://aicouncil.com/talks24/ai-your-way-with-all-in-one-access2025-04-04https://aicouncil.com/speakers/tyler-dunn2025-12-02https://aicouncil.com/talks-0/building-a-modern-machine-learning-platform-on-kubernetes2022-04-29https://aicouncil.com/profile/genevieve-smith2019-03-14https://aicouncil.com/talks26/harel-datadog2026-03-31https://aicouncil.com/talks26/building-systems-to-monitor-data-and-model-health-in-production-systems2026-03-09https://aicouncil.com/talks-0/open-source-success-learnings-from-1-billion-downloads2025-02-14https://aicouncil.com/speaker/the-software-architecture-of-wayups-job-recommender-system2021-11-03https://aicouncil.com/talks-0/keynote-real-time-data-infrastructure-and-ai-powering-the-next-generation-of-analytics2025-03-16https://aicouncil.com/talks25/arguments-against-hand-labeling2025-11-30https://aicouncil.com/profile/anish-doshi2019-03-27https://aicouncil.com/speakers-archive/aaron-katz2025-03-16https://aicouncil.com/talks24/what-every-data-scientist-needs-to-know-about-gpus2025-02-10https://aicouncil.com/talks/cdc-stream-processing-with-apache-flink2024-01-03https://aicouncil.com/profile/thomas-mickley-doyle2023-01-18https://aicouncil.com/profile/parker-thompson2019-03-14https://aicouncil.com/speakers/shir-chorev2025-12-02https://aicouncil.com/talks-0/ubers-data-journey-100-pb-with-minute-latency2022-04-29https://aicouncil.com/talks-archive/the-future-roadmap-for-the-composable-data-stack2024-01-04https://aicouncil.com/talks25/the-power-of-data-driven-storytelling2025-11-30https://aicouncil.com/speaker-bio/jim-klucar2019-02-25https://aicouncil.com/talks-0/scaling-personalization-via-machine-learned-assortment-optimization2022-04-29https://aicouncil.com/talks/analytics-and-the-dark-side-of-the-analytics-development-lifecycle2025-02-27https://aicouncil.com/profile/carolyn-huangci2019-03-14https://aicouncil.com/talks24/the-materialize-incremental-view-maintenance-engine2024-01-16https://aicouncil.com/talks25/oasis-data-analysis-platform-for-enterprise2025-11-30https://aicouncil.com/talks25/towards-human-ai-teaming-intelligence-ecosystems-to-tackle-high-stakes-use-cases2025-11-30https://aicouncil.com/talks/building-a-scalable-real-time-data-pipeline2024-01-03https://aicouncil.com/speakers-archive/jordan-tigani2023-03-06https://aicouncil.com/talks24/building-a-modern-machine-learning-platform-on-kubernetes2024-01-16https://aicouncil.com/profile/jacques-nadeau2019-03-14https://aicouncil.com/talks-archive/keynote-real-time-data-infrastructure-and-ai-powering-the-next-generation-of-analytics2025-03-16https://aicouncil.com/speakers-archive/dennis-hume2023-01-20https://aicouncil.com/talks/build-trustworthy-llm-apps-powered-by-agentic-evals2026-02-18https://aicouncil.com/profile/william-nelson2019-03-14https://aicouncil.com/talks26/agentic-ai-from-risk-awareness-to-practical-control2026-03-14https://aicouncil.com/speaker/why-when-how-lessons-learned-in-applying-deep-learning-to-real-world-problems2021-11-03https://aicouncil.com/talks-0/when-your-ai-agent-runs-for-16-days-straight2026-03-14https://aicouncil.com/talks24/macrobase-a-search-engine-for-fast-data-streams2024-01-16https://aicouncil.com/profile/paula-griffin2021-11-22https://aicouncil.com/profile/matei-zaharia2019-03-14https://aicouncil.com/speakers/emilie-schario2026-02-25https://aicouncil.com/talks24/vc-panel-the-present-future-of-data-oriented-startups-dataengconf-ny-162024-01-16https://aicouncil.com/talks25/writing-machine-learning-code-in-rust2025-11-30https://aicouncil.com/speakers-archive/greg-neiheisel2019-12-06https://aicouncil.com/talks/agile-ai-from-research-production-to-customer-adoption2024-01-03https://aicouncil.com/talks-archive/foundations-for-a-multi-modal-lakehouse-for-ai2024-01-17https://aicouncil.com/speakers-archive/leo-polovets2019-12-06https://aicouncil.com/talks-archive/dataops-for-business-intelligence-how-dashboards-as-code-can-help-you-develop-and-validate-your-analytics2023-01-18https://aicouncil.com/talks/reducing-student-loans-with-bot-powered-humans2024-01-03https://aicouncil.com/ai-launchpadhttps://www.datacouncil.ai/hubfs/18-2.png182182https://www.datacouncil.ai/hubfs/AI%20Council%20Logo%20Navy.svgAICouncilLogoNavyAICouncilLogoNavyhttps://www.datacouncil.ai/hubfs/microphone_1f3a4.pngmicrophone1f3a4microphone1f3a4https://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-130.jpgDataCouncilDayOne2025130DataCouncilDayOne2025130https://www.datacouncil.ai/hubfs/star-struck_1f929.pngstarstruck1f929starstruck1f929https://www.datacouncil.ai/hubfs/spider-web_1f578-fe0f.pngspiderweb1f578fe0fspiderweb1f578fe0fhttps://www.datacouncil.ai/hubfs/schuyler-brown.jpgschuylerbrownschuylerbrownhttps://www.datacouncil.ai/hubfs/JacekMigdal_2024.jpegJacekMigdal2024JacekMigdal2024https://www.datacouncil.ai/hubfs/Christophe%20Blefari.jpgChristopheBlefariChristopheBlefarihttps://www.datacouncil.ai/hubfs/AIC26%20Thumbnail.pngAIC26ThumbnailAIC26Thumbnailhttps://www.datacouncil.ai/hubfs/jergus-lejko.jpegjerguslejkojerguslejkohttps://www.datacouncil.ai/hubfs/14-2.png142142https://www.datacouncil.ai/hubfs/brad-heller.jpgbradhellerbradhellerhttps://www.datacouncil.ai/hubfs/15-2.png152152https://www.datacouncil.ai/hubfs/serhii%20sokolenko.jpgserhiisokolenkoserhiisokolenkohttps://www.datacouncil.ai/hubfs/PiotrMigdal.jpegPiotrMigdalPiotrMigdalhttps://www.datacouncil.ai/hubfs/Frame%202147237188%20(1).svgFrame21472371881Frame21472371881https://www.datacouncil.ai/hubfs/pranav-aurora.jpegpranavaurorapranavaurorahttps://www.datacouncil.ai/hubfs/claire-gouze.jpgclairegouzeclairegouzehttps://www.datacouncil.ai/hubfs/camera-with-flash_1f4f8.pngcamerawithflash1f4f8camerawithflash1f4f8https://www.datacouncil.ai/hubfs/17-3.png173173https://www.datacouncil.ai/hubfs/ai-launchpad-2.jpegailaunchpad2ailaunchpad2https://www.datacouncil.ai/hubfs/marek-galovic.jpegmarekgalovicmarekgalovichttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-141.jpgDataCouncilDayOne2025141DataCouncilDayOne2025141https://www.datacouncil.ai/hubfs/speaker-high-volume_1f50a.pngspeakerhighvolume1f50aspeakerhighvolume1f50ahttps://www.datacouncil.ai/hubfs/13-2.png132132https://www.datacouncil.ai/hubfs/john-tokash.jpgjohntokashjohntokashhttps://www.datacouncil.ai/hubfs/bookmark_1f516.pngbookmark1f516bookmark1f516https://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-108.jpgDataCouncilDayOne2025108DataCouncilDayOne2025108https://www.datacouncil.ai/hubfs/Luma%20Header.pngLumaHeaderLumaHeaderhttps://www.datacouncil.ai/hubfs/zhou-sun.jpgzhousunzhousun2026-04-03https://aicouncil.com/talks24/building-highly-reliable-data-pipelines-at-datadog2024-01-16https://aicouncil.com/talks24/future-of-data-science-nyc192024-01-16https://aicouncil.com/talks-archive/running-effective-machine-learning-teams-common-issues-challenges-and-solutions2019-07-31https://aicouncil.com/talks-0/building-a-distributed-data-access-layer-for-analytics-on-any-cloud2022-04-29https://aicouncil.com/speaker-bio/67404343592019-02-25https://aicouncil.com/talks25/how-to-build-a-genai-application-with-vectara-a-step-by-step-guide2025-11-30https://aicouncil.com/speakers-archive/steven-hillion2021-12-29https://aicouncil.com/talks/automl-the-assembly-line-of-machine-learning2024-01-03https://aicouncil.com/talks-archive/when-your-ai-agent-runs-for-16-days-straight2026-03-14https://aicouncil.com/talks25/the-life-changing-magic-of-data-governance2025-11-30https://aicouncil.com/speakers-archive/jeremey-goldberg2023-01-21https://aicouncil.com/schedule-bcn18https://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/barcelona.pngbarcelonabarcelonahttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert12018-09-25https://aicouncil.com/talks-0/the-model-is-the-product2025-03-26https://aicouncil.com/talks25/unlocking-ab-testing-for-b2b2025-11-30https://aicouncil.com/profile/swyx-shawn-wang2025-01-21https://aicouncil.com/speakers/lin-qiao2025-12-02https://aicouncil.com/talks/creating-a-data-engineering-culture2024-01-03https://aicouncil.com/talks26/data-science-and-insights-sf202026-03-09https://aicouncil.com/talks-0/rag-in-2025-state-of-the-art-and-the-road-forward2025-02-10https://aicouncil.com/talks-archive/the-next-big-opportunities-in-data-infrastructure2022-02-01https://aicouncil.com/talks/the-challenges-of-distributing-postgres-a-citus-story2024-01-03https://aicouncil.com/talks-archive/hindsight-bias-how-to-deal-with-label-leakage-at-scale2019-07-31https://aicouncil.com/talks26/validating-evolving-anonymizing-data-in-real-time2026-03-09https://aicouncil.com/speakers-archive/etienne-dilocker2025-02-05https://aicouncil.com/profile/wes-chow2019-03-14https://aicouncil.com/talks26/driving-revenue-by-getting-your-data-outside-your-company2026-03-09https://aicouncil.com/talks25/hierarchical-forecasting-in-python2025-11-30https://aicouncil.com/speakers/ian-schweer2025-12-02https://aicouncil.com/talks26/swimming-in-the-data-river-or-when-streaming-analytics-isnt2026-03-09https://aicouncil.com/talks24/to-get-the-value-ditch-the-hype2024-01-16https://aicouncil.com/talks-archive/define-once-evaluate-anywhere-building-repeatable-and-correct-features-at-stripe2019-07-31https://aicouncil.com/talks-archive/from-flat-files-to-deconstructed-database-the-evolution-and-future-of-the-big-data-ecosystem2019-07-31https://aicouncil.com/talks/the-ai-data-scientist-isnt-a-software-engineer2026-02-18https://aicouncil.com/talks26/why-we-defined-a-metalanguage-for-sql2026-03-09https://aicouncil.com/talks26/the-reality-of-building-a-modern-ai-data-stack2026-03-09https://aicouncil.com/speakers-archive/tristan-zajonc2021-12-18https://aicouncil.com/speakers/daniel-myers2025-12-02https://aicouncil.com/speakers-archive/rachad-alao2025-04-04https://aicouncil.com/speakers/nader-azari2025-12-02https://aicouncil.com/talks-0/mds-party-at-the-back-notebooks-at-the-front2022-04-29https://aicouncil.com/talks-archive/malloy-an-experimental-language-for-data2023-01-13https://aicouncil.com/talks/observability-at-the-long-tail-why-sampling-production-data-doesnt-work-for-rare-events2024-01-03https://aicouncil.com/talks-0/stream-processing-beyond-streaming-data2022-04-29https://aicouncil.com/profile/emilie-schario2026-02-25https://aicouncil.com/talks/reinforcement-learning-for-data-scientists2024-01-03https://aicouncil.com/talks24/data-engineering-and-beyond-nyc192024-01-16https://aicouncil.com/speakers/ayush-patel2025-12-02https://aicouncil.com/speakers/monica-miller2025-12-02https://aicouncil.com/talks24/how-spotify-distills-terabytes-of-raw-data-into-meaningful-music-recommendations2024-01-16https://aicouncil.com/speakers-archive/julia-schottenstein2023-03-06https://aicouncil.com/speakers/josh-schwartz2025-12-02https://aicouncil.com/talks26/powering-ubers-global-network-analytics-pipelines-in-near-real-time-with-hudi-delta-streamer-ethan-guo-yihua2026-03-09https://aicouncil.com/speaker/the-future-of-data-science-in-the-media2021-11-03https://aicouncil.com/talks24/shredding-and-embedding-pdfs-for-fun-and-profit2024-01-16https://aicouncil.com/profile/niels-bantilan2021-12-08https://aicouncil.com/speakers/ofer-mendelevitch2025-12-02https://aicouncil.com/talks-0/writing-correct-data-analysis-code2022-04-29https://aicouncil.com/spark-internals-workshophttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/David_Drummond.jpgDavidDrummondDavidDrummondhttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-03-21https://aicouncil.com/blog/25-hot-new-data-tools-and-what-they-dont-dohttps://www.datacouncil.ai/hubfs/Tools.jpgToolsToolshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-09-22https://aicouncil.com/talks24/discovering-data-insights-through-neural-networks2024-01-16https://aicouncil.com/talks-0/tapeagents-a-powerful-framework-for-building-and-optimizing-ai-agents2025-02-10https://aicouncil.com/profile/soumya-kalra2026-02-20https://aicouncil.com/talks26/the-highs-and-lows-of-building-an-adtech-data-pipeline2026-03-09https://aicouncil.com/profile/maryam-jahanshahi2019-03-14https://aicouncil.com/talks-archive/making-data-science-accessible-at-scale2020-02-14https://aicouncil.com/talks24/working-outside-the-box-the-journey-to-figjam-ai2024-03-01https://aicouncil.com/speakers-archive/margi-dubal2023-03-06https://aicouncil.com/speakers/jordi-vitria2025-12-02https://aicouncil.com/talks24/the-modern-stack-for-ml-infrastructure2024-01-16https://aicouncil.com/speakers-archive/susannah-shattuck2021-12-18https://aicouncil.com/talks26/iggy-build-better-models-with-location-data2026-03-09https://aicouncil.com/talks24/empowering-customer-facing-teams-with-voice-based-ai2024-01-16https://aicouncil.com/speakers/dj-patil2025-12-02https://aicouncil.com/talks/making-moves-with-arrow-data-introducing-arrow-database-connectivity-adbc2024-01-03https://aicouncil.com/profile/antoni-baum2023-01-31https://aicouncil.com/talks24/improving-the-airline-boarding-process-through-deep-learning2024-01-16https://aicouncil.com/profile/mohammad-shahangian2019-03-14https://aicouncil.com/talks/the-case-for-declarative-machine-learning2024-01-03https://aicouncil.com/talks24/enabling-full-stack-data-scientists-at-stitch-fix2024-01-16https://aicouncil.com/talks-0/ai-is-going-to-break-your-data-platform-are-you-ready2025-02-20https://aicouncil.com/talks26/lets-teach-claude-code-semantic-code-search-with-turbopuffer2026-03-27https://aicouncil.com/speakers-archive/iker-martinez-de-apellaniz2019-12-06https://aicouncil.com/talks-archive/building-data-products-with-machine-learning2019-07-31https://aicouncil.com/talks24/etl-with-change-data-capture-in-30-minutes2024-01-16https://aicouncil.com/talks25/the-unofficial-guide-to-apples-private-cloud-compute2025-11-30https://aicouncil.com/speakers/jacob-matson2025-12-02https://aicouncil.com/speaker/causal-data-science2021-11-03https://aicouncil.com/talks-archive/real-time-analytics-for-small-data-teams2024-01-04https://aicouncil.com/profile/kishore-gopalakrishna2019-04-07https://aicouncil.com/profile/ben-davis2019-04-08https://aicouncil.com/talks24/presto-optimizing-performance-of-sql-on-anything2024-01-16https://aicouncil.com/profile/grace-huang2020-07-27https://aicouncil.com/speakers-archive/roger-magoulas2024-03-13https://aicouncil.com/talks-archive/track-host-machine-deep-learning2019-07-31https://aicouncil.com/talks/messy-data-and-reluctant-users-the-trouble-with-healthcare-data2024-01-03https://aicouncil.com/profile/dima-dzhulgakov2026-03-14https://aicouncil.com/speakers/peter-gao2025-12-02https://aicouncil.com/talks-archive/statsig-scaling-experimentation-to-20-billion-users2023-01-31https://aicouncil.com/talks25/ai-monitoring-and-explainability-the-critical-hidden-connection2025-11-30https://aicouncil.com/speakers/susana-marquez2025-12-02https://aicouncil.com/speakers-archive/holden-karau2019-12-06https://aicouncil.com/talks/data-engineering-sf202024-01-03https://aicouncil.com/talks24/building-a-music-analytics-pipeline-at-pandora2024-01-16https://aicouncil.com/speakers-archive/paul-lappas2019-12-06https://aicouncil.com/talks24/why-it-takes-billions-navigating-the-ai-landscape-with-openai-google-nvidia-and-everyone-else-with-billions-to-spare2024-03-01https://aicouncil.com/profile/mike-driscoll2019-03-14https://aicouncil.com/speaker/making-friends-with-generative-models2021-11-03https://aicouncil.com/talks26/the-future-roadmap-for-the-composable-data-stack2026-03-09https://aicouncil.com/speaker/practical-solutions-for-annoying-machine-learning-problems2021-11-03https://aicouncil.com/talks-0/worse-case-scenario-in-the-database2022-04-29https://aicouncil.com/profile/gerard-maas2019-09-20https://aicouncil.com/speaker/causal-inference-in-data-science-from-prediction-to-causation2021-11-03https://aicouncil.com/talks-archive/designing-and-building-metric-trees2023-01-13https://aicouncil.com/talks-archive/serverless-data-engineering-what-weve-learned-along-the-way2019-07-31https://aicouncil.com/talks-archive/why-dbt-acquired-sdf-how-a-small-team-built-true-sql-comprehension2024-03-26https://aicouncil.com/talks-0/data-contracts-accountable-data-quality2023-01-18https://aicouncil.com/speakers-archive/yevgeniy-meyer2019-12-06https://aicouncil.com/talks-0/predictive-auto-scaling-at-mongodb2024-01-26https://aicouncil.com/speakers-archive/alex-dimakis2024-03-13https://aicouncil.com/profile/vadim-semenov2019-03-14https://aicouncil.com/talks-archive/trimming-the-long-tail-of-production-model-ownership-at-hinge-2025-02-10https://aicouncil.com/talks24/automating-machine-learning2024-01-16https://aicouncil.com/talks-archive/innovating-with-open-generative-ai2024-01-03https://aicouncil.com/speaker/how-to-make-fewer-bad-decisions-daragh-sibley2021-11-03https://aicouncil.com/speakers/nuno-campos2025-12-02https://aicouncil.com/talks-archive/how-to-achieve-data-discovery-with-metadata-and-logs2021-12-22https://aicouncil.com/talks24/building-a-user-level-targeting-platform2024-01-16https://aicouncil.com/speaker-bio/elliot-chow2019-02-25https://aicouncil.com/talks-archive/data-modeling-and-processing-for-a-travel-super-app2019-07-31https://aicouncil.com/talks26/the-trials-and-tribulations-of-scaling-data-science-and-engineering2026-03-09https://aicouncil.com/talks-archive/architecting-the-data-lake-how-to-ensure-that-your-etl-pipelines-deliver-high-quality-data2019-07-31https://aicouncil.com/talks/optimizing-model-training-end-to-end-a-tiny-moe-case-study2026-01-23https://aicouncil.com/talks24/fighting-churn-with-data2024-01-16https://aicouncil.com/profile/kurt-steckel2023-02-05https://aicouncil.com/speakers/timo-walther2025-12-02https://aicouncil.com/talks-archive/data-reliability-engineering-a-new-approach-to-data-quality2021-11-09https://aicouncil.com/talks-archive/ottobot-productionizing-llm-models2024-03-01https://aicouncil.com/speakers/lucas-atkins2026-02-18https://aicouncil.com/profile/feross-aboukhadijeh2026-03-14https://aicouncil.com/talks/data-at-marfeel-addressing-complexity-at-scale-with-the-latest-technologies2024-01-03https://aicouncil.com/speakers/shreya-rajpal2025-12-02https://aicouncil.com/dont-optimize-my-queries-optimize-my-datahttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/Julian%20Hyde.pngJulianHydeJulianHydehttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-12-18https://aicouncil.com/speakers/ozgun-erdogan2025-12-02https://aicouncil.com/talks-archive/ai-governance-to-ensure-ethics-transparency-and-compliance-in-ai2020-02-27https://aicouncil.com/speaker-bio/yair-weinberger2019-02-25https://aicouncil.com/talks-0/how-to-be-a-10x-analyst2023-01-13https://aicouncil.com/speaker/efficiently-storing-and-calculating-engagement-metrics-at-massive-scale2021-11-03https://aicouncil.com/talks26/translating-source-code-into-natural-language-with-ai2026-03-09https://aicouncil.com/talks25/spark-dask-duckdb-polars-benchmarks-at-scale2025-11-30https://aicouncil.com/profile/bernease-herman2021-12-20https://aicouncil.com/talks26/calvin-french-owen-on-the-future-of-agentic-coding2026-03-14https://aicouncil.com/speakers-archive/dan-eisenberg2023-01-18https://aicouncil.com/talks25/building-a-programming-by-example-pbe-framework-in-trifacta-lessons-learned-and-implications-for-data-analytics2025-11-30https://aicouncil.com/speakers/ethan-rosenthal2025-12-02https://aicouncil.com/talks24/how-to-end-the-long-tail-of-most-data-requests2024-01-16https://aicouncil.com/talks25/how-to-make-fewer-bad-decisions-daragh-sibley2025-11-30https://aicouncil.com/talks26/context-engineering-2.0-unifying-mcp-agentic-rag-and-memory2026-03-14https://aicouncil.com/talks-archive/converging-database-architectures-duckdb-in-postgresql2025-02-10https://aicouncil.com/functional-data-engineering-a-set-of-best-practiceshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Max%20Beauchemin%20Lyft.pngMaxBeaucheminLyftMaxBeaucheminLyfthttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2018-05-24https://aicouncil.com/talks24/a-guide-to-deploy-enterprise-ready-clawdbot-in-under-30-minutes-and-wont-make-your-ciso-hate-you2026-03-27https://aicouncil.com/talks24/gdpr-discover-the-main-challenges-considerations2024-01-16https://aicouncil.com/talks26/this-app-ends-tantrums-how-ml-nlp-and-five-minutes-of-playtime-help-parents-caregivers-and-children-enjoy-life-together2026-03-09https://aicouncil.com/speaker/hazardous-models-and-risk-mitigation-in-real-estate-xinlu-huang2021-11-03https://aicouncil.com/talks-archive/ai-farming-100x-the-yield-with-a-data-team-of-12019-07-31https://aicouncil.com/talks-archive/beyond-linear-notebooks-implementing-reactivity-with-ipython2021-11-04https://aicouncil.com/speaker/data-science-past-present-future2021-11-03https://aicouncil.com/talks25/monarch-googles-planet-scale-streaming-monitoring-infrastructure2025-11-30https://aicouncil.com/profile/doris-lee2021-10-20https://aicouncil.com/profile/anant-agarwal2025-01-10https://aicouncil.com/talks-archive/how-freewheel-processes-billions-of-ad-tech-events-in-real-time2023-03-06https://aicouncil.com/speakers-archive/ethan-guo-yihua2019-12-06https://aicouncil.com/talks-0/track-host-data-science-ai-impact-on-life2022-04-29https://aicouncil.com/speakers/itamar-novick2025-12-02https://aicouncil.com/speakers-archive/amelia-white2019-12-06https://aicouncil.com/speakers-archive/carlos-herrera2019-12-06https://aicouncil.com/talks-archive/reinforcement-learning-for-data-scientists2019-07-31https://aicouncil.com/talks25/wtf-are-we-doing2025-11-30https://aicouncil.com/speakers-archive/steve-coppin-smith2019-12-06https://aicouncil.com/speakers/tim-van-cann2025-12-02https://aicouncil.com/talks25/eval-agents-how-to-solve-error-cascades-in-agents2025-11-30https://aicouncil.com/talks-archive/the-observatorium-using-machine-learning-and-observability-together-to-reduce-incident-impact2019-11-01https://aicouncil.com/talks/the-agentic-database-a-new-way-to-interact-with-your-data2025-02-10https://aicouncil.com/speakers-archive/avni-agrawal2019-12-06https://aicouncil.com/speakers-archive/sumti-jairath2025-03-21https://aicouncil.com/speakers/a-jesse-jiryu-davis2025-12-02https://aicouncil.com/speaker/cloud-data-warehouse-benchmark-redshift-vs-snowflake-vs-bigquery2021-11-03https://aicouncil.com/talks-0/pytorch-the-platform-for-accelerating-ai-research-to-production2022-04-29https://aicouncil.com/speakers-archive/cj-jameson2024-01-27https://aicouncil.com/talks25/running-airflow-reliably-with-kubernetes2025-11-30https://aicouncil.com/talks24/cubing-and-metrics-in-sql2024-01-16https://aicouncil.com/speakers/yury-selivanov2026-03-01https://aicouncil.com/talks24/wtf-are-we-doing2024-02-20https://aicouncil.com/talks26/more-than-a-vibe-ai-driven-sql-that-actually-works2026-03-09https://aicouncil.com/speaker-bio/nicholas-schrock2019-02-25https://aicouncil.com/talks/practical-lessons-for-building-machine-learning-models-in-production2024-01-03https://aicouncil.com/talks24/writing-correct-data-analysis-code2024-01-16https://aicouncil.com/talks24/scalable-data-ingestion-architecture-using-airflow-and-spark2024-01-16https://aicouncil.com/speakers-archive/barry-mccardel2023-03-09https://aicouncil.com/talks26/zip-codes-and-other-lies-your-map-told-you2026-03-09https://aicouncil.com/speakers-archive/carlos-aguilar2022-12-06https://aicouncil.com/speakers/benny-chen2026-03-14https://aicouncil.com/talks/swimming-in-the-data-river-or-when-streaming-analytics-isnt2024-01-03https://aicouncil.com/talks25/building-a-data-foundation-for-multimodal-foundation-models2025-11-30https://aicouncil.com/talks-archive/machine-learning-from-development-to-production-at-instacart2019-07-31https://aicouncil.com/speakers-archive/durgam-vahia2019-12-06https://aicouncil.com/speakers/ben-wellington2025-12-02https://aicouncil.com/profile/josh-schwartz2019-03-14https://aicouncil.com/talks24/apache-kafka-and-the-rise-of-stream-processing2024-01-16https://aicouncil.com/talks-archive/pydantic-an-opinionated-blueprint-for-the-future-of-genai-applications2025-02-20https://aicouncil.com/talks-0/factory-abhay2026-03-27https://aicouncil.com/talks-archive/building-a-1500-class-listing-categorizer-from-implicit-user-feedback2019-09-16https://aicouncil.com/speakers-archive/liz-bennett2019-12-06https://aicouncil.com/speakers-archive/jim-klucar2019-12-06https://aicouncil.com/speakers/dr-nile-wilson2025-12-02https://aicouncil.com/talks/kafka-meets-scale2024-01-03https://aicouncil.com/speaker-bio/liz-bennett2019-02-25https://aicouncil.com/talks25/automating-machine-learning2025-11-30https://aicouncil.com/speakers/holden-karau2025-12-02https://aicouncil.com/talks25/the-return-of-the-olap-cube2025-11-30https://aicouncil.com/profile/john-dickerson2026-03-27https://aicouncil.com/talks24/apache-flink-adoption-at-shopify2024-01-16https://aicouncil.com/speaker-bio/jose-serrano2019-02-25https://aicouncil.com/talks24/how-to-do-segmentation-right-a-practical-guide-for-data-scientists2024-01-16https://aicouncil.com/talks25/how-a-less-is-more-approach-stems-the-sprawl-of-security-data-and-makes-it-more-actionable2025-11-30https://aicouncil.com/speakers-archive/anupam-datta2021-11-24https://aicouncil.com/effective-management-of-high-volume-numeric-data-with-histogramshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Fred%20Moyer.pngFredMoyerFredMoyerhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-07-05https://aicouncil.com/talks-0/hazardous-models-and-risk-mitigation-in-real-estate2022-04-29https://aicouncil.com/speakers-archive/mikhail-filippov2019-12-06https://aicouncil.com/profile/mateo-garc%C3%ADa2023-01-26https://aicouncil.com/speakers/shirshanka-das-22025-12-02https://aicouncil.com/talks/optimizing-iceberg-table-layouts-at-scale-a-multi-objective-approach2025-02-10https://aicouncil.com/blog/intermix-featured-startup-sf18https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-13https://aicouncil.com/talks25/the-challenges-of-distributing-postgres-a-citus-story2025-11-30https://aicouncil.com/talks-0/chatbots-at-nestle-improving-performance-on-intent-detection2022-04-29https://aicouncil.com/talks24/change-data-streaming-patterns-with-debezium-apache-flink2024-01-16https://aicouncil.com/speakers-archive/ramon-gras-aloma2019-12-06https://aicouncil.com/talks26/computer-vision-ai-to-disrupt-digital-advertising2026-03-09https://aicouncil.com/a-data-engineering-approach-to-solving-problemshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/tarush-aggarwal.pngtarushaggarwaltarushaggarwal2018-01-12https://aicouncil.com/talks26/apache-flink-adoption-at-shopify2026-03-09https://aicouncil.com/talks-archive/actionable-and-interpretable-predictions-from-a-stacked-model2019-07-31https://aicouncil.com/talks-archive/valid-inference-after-model-selection-and-the-selectiveinference-package2019-11-01https://aicouncil.com/talks25/worse-case-scenario-in-the-database2025-11-30https://aicouncil.com/talks24/a-data-engineering-approach-to-solving-problems2024-01-16https://aicouncil.com/talks25/deep-representations-of-time-series2025-11-30https://aicouncil.com/speakers/alessandro-pregnolato2025-12-02https://aicouncil.com/speaker/computer-vision-in-space2021-11-03https://aicouncil.com/talks25/build-faster-more-responsive-analytics-with-a-semantic-layer2025-11-30https://aicouncil.com/speakers-archive/jesus-camacho2025-01-10https://aicouncil.com/speakers/beto-ferreira-de-almeida2025-12-02https://aicouncil.com/talks25/kubernetes-native-workflow-orchestration-with-argo2025-11-30https://aicouncil.com/speakers/julie-hollek2025-12-02https://aicouncil.com/speakers/tathagata-das2025-12-02https://aicouncil.com/talks25/legal-agency-building-domain-specific-agents-for-enterprise2025-11-30https://aicouncil.com/talks24/scaling-model-training-from-flexible-training-apis-to-resource-management-with-kubernetes2024-01-16https://aicouncil.com/talks25/optimization-and-contextual-bandits-at-stripe2025-11-30https://aicouncil.com/talks-0/automating-modeling-pipelines2022-04-29https://aicouncil.com/talks-archive/building-a-cloud-native-sql-database2019-07-31https://aicouncil.com/talks-archive/the-agent-attack-surface-why-ai-is-breaking-software-security-as-we-know-it2026-03-14https://aicouncil.com/profile/ivan-aguilar2023-01-31https://aicouncil.com/talks/iker-martinez-easy-access-to-data-with-presto2024-01-03https://aicouncil.com/talks25/mlops-for-league-of-legends-heimerdinger-toolbelt2025-11-30https://aicouncil.com/talks26/streaming-analytics-with-dbt-the-fun-parts2026-03-09https://aicouncil.com/talks26/scaling-personalization-via-machine-learned-assortment-optimization2026-03-09https://aicouncil.com/speakers/diptanu-gon-choudhury2025-12-02https://aicouncil.com/talks-0/accelerate-source-to-signal-data-engineering-efficiency2022-04-29https://aicouncil.com/profile/laura-pruitt2019-03-14https://aicouncil.com/profile/cole-bowden2025-03-19https://aicouncil.com/talks/using-causal-forests-for-subpopulation-identification-in-randomized-clinical-trials2024-01-03https://aicouncil.com/talks25/hoodie-an-open-source-incremental-processing-framework-from-uber2025-11-30https://aicouncil.com/profile/emilio-tamez2024-01-04https://aicouncil.com/speakers-archive/schuyler-brown2025-03-18https://aicouncil.com/talks/oops-i-did-it-again-adapting-a-pop-music-identifier-to-find-syndicated-content-in-talk-radio2024-01-03https://aicouncil.com/speakers-archive/william-falcon2019-12-06https://aicouncil.com/profile/paige-bailey2025-03-17https://aicouncil.com/speaker/composable-interfaces-for-parallel-processing-in-apache-spark-weld2021-11-03https://aicouncil.com/talks26/unified-pipeline-architecture-the-evolution-of-data-processing-at-spotify2026-03-09https://aicouncil.com/speakers-archive/pavel-tiunov2023-03-09https://aicouncil.com/talks-archive/one-explanation-does-not-fit-all-a-toolkit-and-taxonomy-of-ai-explainability-techniques2019-10-10https://aicouncil.com/profile/ashley-miller2019-03-14https://aicouncil.com/profile/itamar-novick2019-03-14https://aicouncil.com/speakers/issac-roth2025-12-02https://aicouncil.com/talks-0/a-guide-to-deploy-enterprise-ready-clawdbot-in-under-30-minutes-and-wont-make-your-ciso-hate-you2026-03-27https://aicouncil.com/a-serverless-approach-to-adding-notifications-features-to-any-analytics-applicationhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Paul%20Lappas.pngPaulLappasPaulLappashttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-05-21https://aicouncil.com/profile/alec-bialosky2023-01-31https://aicouncil.com/talks26/timescaledb-rearchitecting-a-sql-database-for-time-series-data2026-03-09https://aicouncil.com/talks-0/the-value-of-data-for-citizens-and-health-professionals2022-04-29https://aicouncil.com/talks-0/dont-let-your-ml-models-decay2022-04-29https://aicouncil.com/talks/high-performance-model-serving-in-python-using-bentoml2024-01-03https://aicouncil.com/talks24/running-airflow-reliably-with-kubernetes2024-01-16https://aicouncil.com/talks24/its-the-data-stupid2024-01-16https://aicouncil.com/blog/how-to-democratize-the-responsibility-for-data-quality-across-your-orghttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-11https://aicouncil.com/profile/pete-hunt2024-03-14https://aicouncil.com/talks-archive/building-highly-reliable-data-pipelines-at-datadog2019-07-31https://aicouncil.com/talks/evolving-stitch-fix-data-platform-for-data-lineage2024-01-03https://aicouncil.com/talks24/engineering-lessons-learned-by-data-scientists-in-growing-malwarescore-from-kaggle-competition-to-trusted-antivirus-solution2024-01-16https://aicouncil.com/talks26/building-a-data-powered-sales-intelligence-platform2026-03-09https://aicouncil.com/profile/alex-merced2023-02-22https://aicouncil.com/talks24/reducing-flight-delays-with-kubernetes-and-tensorflow2024-01-16https://aicouncil.com/speakers/pete-hunt2025-12-02https://aicouncil.com/talks26/data-modeling-and-processing-for-a-travel-super-app2026-03-09https://aicouncil.com/talks-0/how-to-end-the-long-tail-of-most-data-requests2023-01-31https://aicouncil.com/speakers/erick-enriquez2025-12-02https://aicouncil.com/talks25/from-postgres-to-clickhouse-and-back-building-a-unified-oltp-olap-database-for-ai-workloads2026-02-25https://aicouncil.com/talks-archive/running-millions-of-millisecond-ai-sandboxes-without-breaking-the-piggy-bank2026-03-31https://aicouncil.com/talks24/amundsen-a-data-discovery-platform-from-lyft2024-01-16https://aicouncil.com/talks26/to-get-the-value-ditch-the-hype2026-03-09https://aicouncil.com/talks25/reproducibility-in-data-science2025-11-30https://aicouncil.com/speakers/alexander-kudryashov2025-12-02https://aicouncil.com/talks24/iker-martinez-easy-access-to-data-with-presto2024-01-16https://aicouncil.com/speakers/jennifer-prendki2025-12-02https://aicouncil.com/talks26/ai-launchpad-2025-mooncake-labs2026-03-09https://aicouncil.com/talks24/converging-database-architectures-duckdb-in-postgresql2025-02-10https://aicouncil.com/talks24/spark-dask-duckdb-polars-benchmarks-at-scale2024-01-17https://aicouncil.com/talks26/building-highly-reliable-data-pipelines-at-datadog2026-03-09https://aicouncil.com/talks/from-batch-to-streaming-to-both-the-data-platform-at-skyscanner2024-01-03https://aicouncil.com/talks25/evolving-data-pipelines-at-scale2025-11-30https://aicouncil.com/talks-0/rising-tides-with-radical-transparency-why-and-how-to-open-source-your-data-platform2024-01-29https://aicouncil.com/speakers/amit-sangani2025-12-02https://aicouncil.com/profile/kyle-weller2024-01-10https://aicouncil.com/profile/vivek-kaushal2020-01-23https://aicouncil.com/talks-archive/ai-attribution-measuring-what-ai-actually-did2026-03-14https://aicouncil.com/talks25/declarative-orchestration-why-youve-been-thinking-about-the-wrong-dag-the-entire-time2025-11-30https://aicouncil.com/talks/0-to-100-in-under-a-week2024-01-03https://aicouncil.com/talks26/data-at-startups-panel-singapore-20192026-03-09https://aicouncil.com/talks25/productizing-structural-models2025-11-30https://aicouncil.com/talks-archive/beyond-next-token-prediction-joint-embeddings-world-models-and-why-natural-language-isnt-enough2026-03-14https://aicouncil.com/talks24/zip-codes-and-other-lies-your-map-told-you2024-01-16https://aicouncil.com/talks-0/optimization-and-contextual-bandits-at-stripe2024-01-12https://aicouncil.com/speakers-archive/adi-polak2019-12-06https://aicouncil.com/profile/andrew-zigler2026-03-14https://aicouncil.com/profile/pranav-aurora2025-03-18https://aicouncil.com/speakers/arvind-prabhakar2025-12-02https://aicouncil.com/speakers-archive/greg-ratner2019-12-06https://aicouncil.com/speakers-archive/kaushik-iska2026-02-25https://aicouncil.com/talks24/applying-design-to-solve-scaling-problems-and-evolve-an-architecture2024-01-16https://aicouncil.com/speaker/william-falcon2021-11-03https://aicouncil.com/speakers/cole-bowden2025-12-02https://aicouncil.com/speakers-archive/max-mergenthaler2023-01-13https://aicouncil.com/talks24/spectrify-leveraging-redshift-spectrum-for-fun-and-profit2024-01-16https://aicouncil.com/talks-archive/how-to-properly-evaluate-your-ml-model2023-01-13https://aicouncil.com/profile/ganesh-ramanarayanan2025-02-05https://aicouncil.com/talks-archive/fast-data-apps-with-alpakka-kafka-connector-and-akka-streams2019-07-31https://aicouncil.com/talks/getting-roi-from-experimentation-how-ab-experimentation-plays-out-in-organizations2024-01-03https://aicouncil.com/profile/shreya-rajpal2025-02-03https://aicouncil.com/profile/markus-ludwig2019-09-11https://aicouncil.com/speakers/maximilian-michels2025-12-02https://aicouncil.com/talks/deep-representations-of-time-series2024-01-03https://aicouncil.com/talks24/the-agent-attack-surface-why-ai-is-breaking-software-security-as-we-know-it2026-03-14https://aicouncil.com/talks26/flink-sql-in-action2026-03-09https://aicouncil.com/talks24/mesa-building-a-personalized-messaging-system-at-netflix2024-01-16https://aicouncil.com/talks-0/distributed-sql-databases-deconstructed2022-04-29https://aicouncil.com/talks-archive/achieve-better-data-quality-with-data-warehouse-observability2023-01-21https://aicouncil.com/speakers-archive/stefania-olafsd%C3%B3ttir2025-04-17https://aicouncil.com/talks26/optimization-and-contextual-bandits-at-stripe2026-03-09https://aicouncil.com/talks25/unified-pipeline-architecture-the-evolution-of-data-processing-at-spotify2025-11-30https://aicouncil.com/beyond-spark-rdds-dataframes-and-datasets-for-mixing-functional-and-relational-codehttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Holden_Karau_IBM_DataEngConf.pngHoldenKarauIBMDataEngConfHoldenKarauIBMDataEngConfhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-09-04https://aicouncil.com/talks/worse-case-scenario-in-the-database2024-01-03https://aicouncil.com/talks26/big-data-platform-as-a-service-for-cross-media-monitoring2026-03-09https://aicouncil.com/profile/aaron-wroblewski2023-02-14https://aicouncil.com/talks24/not-your-fathers-data-lakehouse-building-with-trino-and-iceberg2024-03-01https://aicouncil.com/profile/doron-porat2025-01-23https://aicouncil.com/speakers-archive/tim-divane2019-12-06https://aicouncil.com/talks25/powering-ai-workflows-with-tabular-graphs2025-11-30https://aicouncil.com/talks26/the-future-of-data-science-in-the-media2026-03-09https://aicouncil.com/profile/ashwin-ramesh2024-02-17https://aicouncil.com/profile/fernando-cucchietti2019-10-02https://aicouncil.com/talks-archive/the-case-for-metadata-for-machine-learning-platforms2019-09-18https://aicouncil.com/profile/pierre-lacave2026-02-25https://aicouncil.com/speakers/dan-goldin2025-12-02https://aicouncil.com/speakers/yizhar-toren2025-12-02https://aicouncil.com/talks26/stop-looking-for-ai-spending-caps2026-03-09https://aicouncil.com/speakers/vishakha-gupta-cledat2025-12-02https://aicouncil.com/talks26/intrinsic-autoregressive-models-in-stan2026-03-09https://aicouncil.com/talks-0/how-freewheel-processes-billions-of-ad-tech-events-in-real-time2023-03-06https://aicouncil.com/talks/how-to-use-your-development-data-to-make-llms-code-like-you-and-your-team2024-01-30https://aicouncil.com/talks/computer-vision-ai-to-disrupt-digital-advertising2024-01-03https://aicouncil.com/talks/what-the-heck-is-an-in-memory-data-grid2024-01-03https://aicouncil.com/talks-archive/ethical-data-acquisition-sales-in-the-ai-age2025-03-10https://aicouncil.com/talks24/data-engineering-is-not-software-engineering-until-it-is2025-02-14https://aicouncil.com/profile/kai-brusch2019-04-07https://aicouncil.com/speakers-archive/joan-viladrosa2019-12-06https://aicouncil.com/speakers-archive/gergely-krasznai2019-12-06https://aicouncil.com/talks26/michelangelo-gallery-scalable-machine-learning-model-management-at-uber2026-03-09https://aicouncil.com/speaker/building-data-tools-that-work2021-11-03https://aicouncil.com/talks24/ai-ethics-and-fairness-sf202024-01-16https://aicouncil.com/talks/building-a-knowledge-graph-using-messy-real-estate-data2024-01-03https://aicouncil.com/talks-0/kafka-streams-in-production-from-use-case-to-monitoring2022-04-29https://aicouncil.com/speakers/masha-danilenko2025-12-02https://aicouncil.com/speakers/gideon-mendels2025-12-02https://aicouncil.com/talks/building-a-recursive-bigquery-mapper2024-01-03https://aicouncil.com/speakers/shirshanka-das2025-12-02https://aicouncil.com/speakers/carlos-aguilar2025-12-02https://aicouncil.com/talks-0/generative-ai-for-search2023-01-13https://aicouncil.com/talks24/three-tips-for-better-predictive-modeling2024-01-16https://aicouncil.com/talks25/keynote-the-deconstructed-database-and-the-advent-of-the-open-data-lake2025-11-30https://aicouncil.com/profile/shubha-nabar2019-03-14https://aicouncil.com/speakers-archive/austen-head2019-12-06https://aicouncil.com/talks/an-update-on-scikit-learn2024-01-03https://aicouncil.com/talks24/track-host-hero-engineering-san-francisco-20182024-01-16https://aicouncil.com/talks/creating-and-powering-intelligent-assistants2024-01-03https://aicouncil.com/speaker-bio/dr.-theresa-johnson2019-02-25https://aicouncil.com/talks/a-data-engineering-approach-to-solving-problems2024-01-03https://aicouncil.com/profile/maddie-schults2023-01-13https://aicouncil.com/talks-0/building-data-engineering-teams2022-04-29https://aicouncil.com/talks-archive/teams-data-its-science2019-10-28https://aicouncil.com/talks25/3-best-practices-for-data-organizations-structure-roi-communications2025-11-30https://aicouncil.com/talks/training-data-preparation-for-netflix-personalization2024-01-03https://aicouncil.com/talks/presto-fast-sql-on-anything2024-01-03https://aicouncil.com/profile/chetan-sharma2021-10-20https://aicouncil.com/talks-archive/format-wars-from-vhs-and-beta-to-avro-and-parquet2019-07-31https://aicouncil.com/speaker/the-design-of-systems-for-real-time-prediction-serving2021-11-03https://aicouncil.com/speakers-archive/michelle-ufford-winters2024-02-23https://aicouncil.com/talks24/building-reliable-agentic-ai-systems2025-02-10https://aicouncil.com/speakers-archive/luis-capelo2019-12-06https://aicouncil.com/profile/pedram-navid2023-03-21https://aicouncil.com/profile/amiraj-dhawan2019-03-20https://aicouncil.com/talks26/building-a-feature-platform-to-scale-machine-learning2026-03-09https://aicouncil.com/speakers/amit-sharma2025-12-02https://aicouncil.com/profile/samuel-colvin2025-02-14https://aicouncil.com/talks24/data-at-marfeel-addressing-complexity-at-scale-with-the-latest-technologies2024-01-16https://aicouncil.com/talks26/building-data-engineering-teams2026-03-09https://aicouncil.com/talks-0/inference-for-async-agents-in-production2026-03-31https://aicouncil.com/speakers/john-tokash2025-12-02https://aicouncil.com/talks-archive/ai-launchpad-2025-quesma2025-03-18https://aicouncil.com/talks24/llm-observability-and-evaluations2024-02-07https://aicouncil.com/talks-archive/intelligent-orchestration-datas-missing-link2019-09-20https://aicouncil.com/talks-0/high-performance-model-serving-in-python-using-bentoml2022-04-29https://aicouncil.com/talks-archive/pytorch-the-platform-for-accelerating-ai-research-to-production2019-07-31https://aicouncil.com/talks/leveraging-stateful-functions-to-power-the-next-generation-of-event-driven-applications2024-01-03https://aicouncil.com/talks26/introducing-switch-a-framework-for-custom-data-applications2026-03-09https://aicouncil.com/talks-archive/the-literate-programmer-cargo-cult-open-source2019-07-31https://aicouncil.com/talks26/tackling-io-challenges-in-modern-data-lakes2026-03-09https://aicouncil.com/speakers/paul-dix2025-12-02https://aicouncil.com/talks/the-state-of-cross-company-data-exchange2024-01-03https://aicouncil.com/talks25/engineering-lessons-learned-by-data-scientists-in-growing-malwarescore-from-kaggle-competition-to-trusted-antivirus-solution2025-11-30https://aicouncil.com/talks-0/introduction-to-google-deepminds-models-gemini-2.0-imagen-3-and-veo2025-03-18https://aicouncil.com/talks/reproducible-data-infrastructure-at-go-jek2024-01-03https://aicouncil.com/talks26/the-software-architecture-of-wayups-job-recommender-system2026-03-09https://aicouncil.com/speakers/matt-helm2025-12-02https://aicouncil.com/speakers-archive/david-diaz2019-12-06https://aicouncil.com/speakers/jonathan-medwig2025-12-02https://aicouncil.com/talks-0/foundations-for-a-multi-modal-lakehouse-for-ai2024-01-17https://aicouncil.com/talks/building-responsible-ai-best-practices-across-the-product-development-lifecycle2024-01-03https://aicouncil.com/talks-archive/how-to-make-fewer-bad-decisions-daragh-sibley2019-07-31https://aicouncil.com/talks25/the-software-architecture-of-wayups-job-recommender-system2025-11-30https://aicouncil.com/profile/sam-swift2019-03-14https://aicouncil.com/talks25/data-in-privacy-out-data-streams-for-the-privacy-age-with-strm-privacy2025-11-30https://aicouncil.com/profile/ernie-ostic2024-02-21https://aicouncil.com/talks-0/keynote-guardrails-for-the-future-ai-safety-and-responsible-ai-in-practice2025-03-25https://aicouncil.com/profile/erik-bernhardsson2023-01-13https://aicouncil.com/profile/george-fraser2019-03-14https://aicouncil.com/profile/zach-mueller2026-01-23https://aicouncil.com/talks26/from-playgrounds-to-production-the-evolution-of-ai-evaluation-at-coda2026-03-09https://aicouncil.com/data-science-panel-past-present-futurehttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Keynote%20Panel/Omoju%20Miller%20Keynote.pngOmojuMillerKeynoteOmojuMillerKeynotehttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Keynote%20Panel/Shubha%20Nabar%20Keynote.pngShubhaNabarKeynoteShubhaNabarKeynotehttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Keynote%20Panel/Jennifer%20Prendki%20Keynote.pngJenniferPrendkiKeynoteJenniferPrendkiKeynotehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Keynote%20Panel/Jocelyn%20Goldfein%20Keynote.pngJocelynGoldfeinKeynoteJocelynGoldfeinKeynote2018-05-15https://aicouncil.com/speakers/william-nelson2025-12-02https://aicouncil.com/speakers-archive/frank-mcsherry2019-12-06https://aicouncil.com/speakers-archive/a-jesse-jiryu-davis2024-01-26https://aicouncil.com/talks-0/lessons-in-hiring-data-scientists2022-04-29https://aicouncil.com/talks/building-21st-century-data-science-and-data-engineering-teams2024-01-03https://aicouncil.com/austin-21https://www.datacouncil.ai/hubfs/fav/og-image.jpgogimageogimagehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2021-06-24https://aicouncil.com/talks26/models-as-tools-my-perspective-on-the-matter2026-03-09https://aicouncil.com/talks-0/achieve-better-data-quality-with-data-warehouse-observability2023-01-21https://aicouncil.com/speakers/andrew-dworschak2025-12-02https://aicouncil.com/profile/caitlin-colgrove2021-10-20https://aicouncil.com/talks-0/argo-kubernetes-native-workflows-and-pipelines2022-04-29https://aicouncil.com/speaker/unified-pipeline-architecture-the-evolution-of-data-processing-at-spotify2021-11-03https://aicouncil.com/speakers-archive/arpit-agarwal2019-12-06https://aicouncil.com/speakers/quentin-francois2025-12-02https://aicouncil.com/speakers/samantha-bail2025-12-02https://aicouncil.com/profile/james-le2026-03-31https://aicouncil.com/speakers-archive/tiago-henriques2019-12-06https://aicouncil.com/talks26/bighead-airbnbs-end-to-end-machine-learning-platform2026-03-09https://aicouncil.com/speakers-archive/chenyu-qiu2025-02-14https://aicouncil.com/talks24/lessons-from-rl-systems-that-looked-fine-until-they-didnt2026-02-18https://aicouncil.com/talks-archive/optimization-and-contextual-bandits-at-stripe2024-01-12https://aicouncil.com/the-limitations-of-big-data-in-predictive-analyticshttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Jennifer_Prendki_WalmartLabs_DataEngConf.pngJenniferPrendkiWalmartLabsDataEngConfJenniferPrendkiWalmartLabsDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-09-20https://aicouncil.com/speakers-archive/shoumik-palkar2019-12-06https://aicouncil.com/talks/data-scientist-or-the-most-dangerous-job-of-the-21st-century2024-01-03https://aicouncil.com/speakers/manojit-nandi2025-12-02https://aicouncil.com/speaker/twitter-heron-the-path-towards-elastic-streaming-floratou2021-11-03https://aicouncil.com/speakers-archive/lucas-atkins2026-02-18https://aicouncil.com/intermediate-scikit-learnhttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Francesco_Mosconi.jpgFrancescoMosconiFrancescoMosconihttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-03-21https://aicouncil.com/speakers-archive/harel-shein2024-02-21https://aicouncil.com/speaker/simulation-based-inference-advantages-over-a-b-testing-in-real-estate2021-11-03https://aicouncil.com/talks24/typesafe-ai2026-03-31https://aicouncil.com/talks-0/llms-semantic-layer-self-serve-has-entered-the-chat2023-03-25https://aicouncil.com/speakers/christian-romming2025-12-02https://aicouncil.com/talks26/generative-ai-for-product-builders2026-03-09https://aicouncil.com/talks-archive/leveraging-compute2019-10-29https://aicouncil.com/profile/james-savage2019-03-14https://aicouncil.com/talks25/keynote-data-meets-intelligence-where-the-data-infra-ai-stack-converge2025-11-30https://aicouncil.com/speakers-archive/diogo-almeida2026-03-31https://aicouncil.com/speakers-archive/alex-ratner2019-12-06https://aicouncil.com/profile/reddy-dokuru2026-02-25https://aicouncil.com/talks25/if-you-cant-measure-it-you-cant-ship-it-how-to-build-ai-evals-that-actually-work2026-03-14https://aicouncil.com/talks26/scaling-a-relational-database-for-the-cloud-age2026-03-09https://aicouncil.com/talks-0/testing-for-bias-in-production-ml-services2022-04-29https://aicouncil.com/speakers/jan-soubusta2025-12-02https://aicouncil.com/profile/shirshanka-das-22021-10-20https://aicouncil.com/profile/kamil-bajda-pawlikowski2019-03-14https://aicouncil.com/features-provided-by-apache-calcite-to-design-maintain-and-use-materializationshttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Julian%20Hyde.pngJulianHydeJulianHydehttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-05-29https://aicouncil.com/profile/sumukh-avadhani2019-06-20https://aicouncil.com/talks-archive/running-airflow-reliably-with-kubernetes2019-07-31https://aicouncil.com/speakers-archive/jose-serrano2019-12-06https://aicouncil.com/talks26/federated-learning-and-analytics-at-google-and-beyond2026-03-09https://aicouncil.com/talks25/democratizing-metric-definition-and-discovery-at-airbnb2025-11-30https://aicouncil.com/talks/etl-with-change-data-capture-in-30-minutes2024-01-03https://aicouncil.com/talks/building-sota-search-its-ranking-all-the-way-down2025-04-18https://aicouncil.com/talks/the-future-of-column-oriented-data-processing-with-arrow-and-parquet2024-01-03https://aicouncil.com/profile/marck-vaisman2024-02-21https://aicouncil.com/talks25/a-sql-based-metrics-layer-for-duckdb-and-clickhouse2025-11-30https://aicouncil.com/talks/why-we-defined-a-metalanguage-for-sql2024-01-03https://aicouncil.com/profile/sean-taylor2021-11-30https://aicouncil.com/profile/aditya-parameswaran2020-02-14https://aicouncil.com/talks24/calvin-french-owen-on-the-future-of-agentic-coding2026-03-14https://aicouncil.com/speakers/alyssa-ransbury2025-12-02https://aicouncil.com/profile/ethan-rosenthal2019-03-14https://aicouncil.com/speakers/pedram-navid2025-12-02https://aicouncil.com/talks-archive/machine-learning-for-brain-health-and-understanding-at-starlab-neuroscience2019-09-10https://aicouncil.com/speakers-archive/amiraj-dhawan2019-12-06https://aicouncil.com/talks/ai-challenges-in-customer-care-automation2024-01-03https://aicouncil.com/speakers-archive/colleen-tartow2024-01-31https://aicouncil.com/talks26/notes-from-the-field-on-building-an-effective-ab-testing-program2026-03-09https://aicouncil.com/speaker/big-data-platform-as-a-service-for-cross-media-monitoring2021-11-03https://aicouncil.com/talks/streamlining-entry-into-streaming-analytics-with-jupyterhub-and-apache-flink2024-01-29https://aicouncil.com/talks26/kubernetes-as-a-streaming-data-platform-a-federated-operator-approach2026-03-09https://aicouncil.com/talks/automating-modeling-pipelines2024-01-03https://aicouncil.com/speakers/joerg-schad2025-12-02https://aicouncil.com/talks26/rising-tides-with-radical-transparency-why-and-how-to-open-source-your-data-platform2026-03-09https://aicouncil.com/talks-archive/the-highs-and-lows-of-building-an-adtech-data-pipeline2019-07-31https://aicouncil.com/talks-0/building-sota-search-its-ranking-all-the-way-down2025-04-18https://aicouncil.com/talks26/ai-products-sf202026-03-09https://aicouncil.com/speakers-archive/issac-roth2025-03-31https://aicouncil.com/talks24/text-to-sql-is-not-the-answer-how-to-effectively-use-ai-for-analytics2025-02-14https://aicouncil.com/talks24/balancing-broad-data-access-with-usability-at-scale2024-01-16https://aicouncil.com/talks-archive/if-you-cant-measure-it-you-cant-ship-it-how-to-build-ai-evals-that-actually-work2026-03-14https://aicouncil.com/talks24/track-host-streaming-systems-nyc192024-01-16https://aicouncil.com/talks-0/news-in-the-age-of-algorithmic-recommendation2022-04-29https://aicouncil.com/speaker-bio/jared-polivka2019-02-25https://aicouncil.com/talks26/prompt-to-production-building-from-traditional-saas-to-true-ai-native-saas2026-03-31https://aicouncil.com/speakers-archive/brian-farris2019-12-06https://aicouncil.com/talks-0/the-missing-manual-everything-you-need-to-know-about-snowflake-optimization2023-01-13https://aicouncil.com/talks24/marquez-a-metadata-service-for-data-abstraction-data-lineage-and-event-based-triggers2024-01-16https://aicouncil.com/talks/automation-of-machine-learning-workflows-at-bbva2024-01-03https://aicouncil.com/talks26/wtf-are-we-doing2026-03-09https://aicouncil.com/talks/what-makes-for-an-effective-data-practitioner-in-20242024-02-21https://aicouncil.com/talks25/ai-launchpad-2025-nao2025-11-30https://aicouncil.com/speakers/liana-napalkova2025-12-02https://aicouncil.com/profile/adam-cimarosti2024-02-20https://aicouncil.com/talks25/data-engineering-is-not-software-engineering-until-it-is2025-11-30https://aicouncil.com/talks-archive/patterns-for-enriching-unbounded-data-using-apache-beam2019-07-31https://aicouncil.com/speaker/data-processing-with-apache-beam-towards-portability-and-beyond2021-11-03https://aicouncil.com/speaker/interactive-exploratory-analytics-with-druid2021-11-03https://aicouncil.com/profile/addison-huddy2019-03-14https://aicouncil.com/talks24/what-makes-for-an-effective-data-practitioner-in-20242024-02-21https://aicouncil.com/talks26/leveling-up-in-your-career-as-a-data-scientist-engineer2026-03-09https://aicouncil.com/talks-0/the-challenges-of-distributing-postgres-a-citus-story2022-04-29https://aicouncil.com/talks26/spatial-data-science-methods-for-improving-models2026-03-09https://aicouncil.com/talks-archive/creating-knowledge-graphs-via-a-symbiosis-of-data-science-and-data-engineering2019-10-29https://aicouncil.com/talks26/why-it-takes-billions-navigating-the-ai-landscape-with-openai-google-nvidia-and-everyone-else-with-billions-to-spare2026-03-09https://aicouncil.com/talks/the-end-of-history-convergence-of-batch-and-realtime-data-technologies2024-01-03https://aicouncil.com/speakers-archive/david-aronchick2021-10-19https://aicouncil.com/talks/trinity-training-a-400b-moe-from-scratch-without-losing-your-mind2026-02-18https://aicouncil.com/talks24/evolving-stitch-fix-data-platform-for-data-lineage2024-01-16https://aicouncil.com/talks25/building-a-flexible-data-platform-for-llm-training-data2025-11-30https://aicouncil.com/talks24/a-multi-armed-bandit-framework-for-recommendations-at-netflix2024-01-16https://aicouncil.com/speakers-archive/nick-chamandy2019-12-06https://aicouncil.com/speakers/felipe-huici2026-03-31https://aicouncil.com/talks24/the-ai-data-scientist-isnt-a-software-engineer2026-02-18https://aicouncil.com/speakers/luke-merrick2025-12-02https://aicouncil.com/profile/evan-nisselson2019-03-14https://aicouncil.com/speakers-archive/peter-gao2021-12-18https://aicouncil.com/talks25/dont-optimize-my-queries-optimize-my-data2025-11-30https://aicouncil.com/talks-archive/building-high-impact-data-teams-in-an-ai-driven-world2025-03-31https://aicouncil.com/talks-0/simulation-based-inference-advantages-over-a-b-testing-in-real-estate2022-04-29https://aicouncil.com/speakers/sarah-nagy2025-12-02https://aicouncil.com/talks/track-host-machine-deep-learning2024-01-03https://aicouncil.com/talks/more-than-query-future-directions-of-query-langages-from-sql-to-morel2025-03-13https://aicouncil.com/profile/asif-khalak2019-03-14https://aicouncil.com/talks-archive/building-systems-to-monitor-data-and-model-health-in-production-systems2019-11-01https://aicouncil.com/talks/time-based-autoencoder-ensemble-for-anomaly-detection-from-iot-time-series2024-01-03https://aicouncil.com/talks-archive/fireside-chat-with-dj-patil2024-01-04https://aicouncil.com/talks-0/data-engineering-is-not-software-engineering-until-it-is2025-02-14https://aicouncil.com/talks25/lightning-talks2025-11-30https://aicouncil.com/profile/willy-lulciuc2019-03-14https://aicouncil.com/talks25/rethinking-transportation-in-cities-making-traffic-smarter-through-optimization-and-location-intelligence2025-11-30https://aicouncil.com/talks25/cloud-based-practices-for-effective-data-science-at-scale2025-11-30https://aicouncil.com/talks/applying-design-to-solve-scaling-problems-and-evolve-an-architecture2024-01-03https://aicouncil.com/talks/llms-for-data-science2025-02-20https://aicouncil.com/profile/hardik-shah2025-04-17https://aicouncil.com/profile/chaoyu-yang2021-12-18https://aicouncil.com/talks-0/twitter-heron-the-path-towards-elastic-streaming2022-04-29https://aicouncil.com/talks26/ai-launchpad-2025-guilde2026-03-09https://aicouncil.com/profile/carlos-herrera2019-03-14https://aicouncil.com/talks-archive/predictive-modeling-on-its-head-a-pipeline-that-finds-cancer-asthma-and-hemophilia2019-07-31https://aicouncil.com/speakers/sam-shah2025-12-02https://aicouncil.com/talks25/cdc-stream-processing-with-apache-flink2025-11-30https://aicouncil.com/speakers-archive/fangjin-yang2019-12-06https://aicouncil.com/talks-0/write-less-more-how-dagster-rebuilt-our-docs-from-the-ground-up2025-02-10https://aicouncil.com/speakers/shira-mitchell2025-12-02https://aicouncil.com/speakers/alex-robinson2025-12-02https://aicouncil.com/talks24/ten-years-of-building-open-source-standards2024-01-16https://aicouncil.com/talks24/pricing-ai-agents2026-02-18https://aicouncil.com/talks-archive/introducing-data-downtime-from-firefighting-to-winning2019-07-31https://aicouncil.com/talks-archive/processing-geographic-data-at-internet-scale2019-07-31https://aicouncil.com/talks24/panel-insights-from-founders-shaping-the-industrys-future2024-03-01https://aicouncil.com/talks-0/using-ai-mathematics-and-statistics-to-find-similar-data-in-massive-data-ecosystems2024-01-04https://aicouncil.com/speakers/robert-winslow2025-12-02https://aicouncil.com/talks26/etl-with-change-data-capture-in-30-minutes2026-03-09https://aicouncil.com/talks24/leveling-up-in-your-career-as-a-data-scientist-engineer2024-01-16https://aicouncil.com/speakers-archive/anand-ranganathan2021-11-10https://aicouncil.com/speaker-bio/carl-gold2019-02-25https://aicouncil.com/speaker/production-analytics-with-a-distributed-column-store2021-11-03https://aicouncil.com/talks25/data-warehouses-are-gilded-cages-what-comes-next2025-11-30https://aicouncil.com/talks-archive/track-host-hero-engineering-and-databases2019-07-31https://aicouncil.com/speaker-bio/sergio-martinez-ortuno2019-02-25https://aicouncil.com/speakers/amelia-white2025-12-02https://aicouncil.com/profile/eric-colson2019-03-14https://aicouncil.com/talks24/data-warehouses-are-gilded-cages-what-comes-next2024-01-16https://aicouncil.com/speakers/doron-porat2025-12-02https://aicouncil.com/talks-0/building-data-orchestration-for-big-data-analytics-in-the-cloud2022-04-29https://aicouncil.com/talks-0/llms-for-data-science2025-02-20https://aicouncil.com/profile/jin-hyuk-chang2019-03-22https://aicouncil.com/talks/data-products-arent-just-for-data-teams2024-01-03https://aicouncil.com/talks26/one-explanation-does-not-fit-all-a-toolkit-and-taxonomy-of-ai-explainability-techniques2026-03-09https://aicouncil.com/speakers/meredith-adler2025-12-02https://aicouncil.com/talks-0/open-data-foundations-across-hudi-iceberg-and-delta2024-01-12https://aicouncil.com/profile/isabella-tromba2021-12-22https://aicouncil.com/speaker/extract-tiered-transform-load-a-pipeline-for-a-modular-scalable-and-observable-internal-analytics-platform2021-11-03https://aicouncil.com/talks25/ray-for-reinforcement-learning2025-11-30https://aicouncil.com/speakers-archive/sumukh-avadhani2019-12-06https://aicouncil.com/speakers/caitlin-colgrove2025-12-02https://aicouncil.com/profile/reza-shiftehfar2019-03-14https://aicouncil.com/speakers-archive/max-beauchemin2019-12-06https://aicouncil.com/talks26/0-to-100-in-under-a-week2026-03-09https://aicouncil.com/talks-0/time-based-autoencoder-ensemble-for-anomaly-detection-from-iot-time-series2022-04-29https://aicouncil.com/talks26/what-i-dont-want-to-exist-in-the-data-world-in-5-years2026-03-09https://aicouncil.com/talks26/a-quick-tour-of-the-orchest-oss-project2026-03-09https://aicouncil.com/speakers/dwarak-rajagopal2026-03-31https://aicouncil.com/speaker/twitter-heron-the-path-towards-elastic-streaming2021-11-03https://aicouncil.com/talks-0/the-agentic-database-a-new-way-to-interact-with-your-data2025-02-10https://aicouncil.com/talks/flink-sql-in-action2024-01-03https://aicouncil.com/profile/nitya-narasimhan2019-09-20https://aicouncil.com/talks24/legal-agency-building-domain-specific-agents-for-enterprise2025-03-31https://aicouncil.com/speakers-archive/gayathri-venkatesan2019-12-06https://aicouncil.com/talks24/computational-social-science-exciting-progress-future-challenges2024-01-16https://aicouncil.com/talks25/why-dbt-acquired-sdf-how-a-small-team-built-true-sql-comprehension2025-11-30https://aicouncil.com/talks24/multi-modal-compute-for-data-analytics2025-02-10https://aicouncil.com/talks25/bridging-the-gap-between-batch-and-real-time-with-mixed-latency-pipelines2025-11-30https://aicouncil.com/talks/track-host-hero-engineering-and-databases2024-01-03https://aicouncil.com/talks24/oaks-open-agentic-knowledge-stack2025-03-31https://aicouncil.com/talks26/ai-launchpad-2025-quesma2026-03-09https://aicouncil.com/talks/shredding-and-embedding-pdfs-for-fun-and-profit2024-01-04https://aicouncil.com/speakers/shruti-gandhi2025-12-02https://aicouncil.com/talks24/data-modeling-and-processing-for-a-travel-super-app2024-01-16https://aicouncil.com/talks-archive/empower-and-elevate-integrating-veteran-leadership-with-veteran-individual-contributors-to-drive-data-maturity-and-company-success2025-02-10https://aicouncil.com/profile/matt-fuller2023-01-21https://aicouncil.com/talks-archive/rising-tides-with-radical-transparency-why-and-how-to-open-source-your-data-platform2024-01-29https://aicouncil.com/talks26/gregory-larson-keynote2026-03-09https://aicouncil.com/talks25/practical-solutions-for-annoying-machine-learning-problems2025-11-30https://aicouncil.com/talks25/simulation-based-inference-advantages-over-a-b-testing-in-real-estate2025-11-30https://aicouncil.com/talks/combating-ai-bias-at-scale2024-01-03https://aicouncil.com/talks-0/building-a-holistic-sql-chatbot-that-solves-real-problems-for-people-in-tech-and-the-business2024-01-01https://aicouncil.com/talks25/data-science-and-insights-sf202025-11-30https://aicouncil.com/talks-archive/feed-the-alligators-with-the-lights-on-how-data-engineers-can-see-who-really-uses-data2023-01-18https://aicouncil.com/profile/ram-sriharsha2024-02-28https://aicouncil.com/profile/joey-baker2026-03-27https://aicouncil.com/talks-archive/real-time-system-computing-engines2019-07-31https://aicouncil.com/profile/han-chung-lee2025-03-26https://aicouncil.com/talks24/how-to-use-your-development-data-to-make-llms-code-like-you-and-your-team2024-01-30https://aicouncil.com/speakers-archive/ryan-williams2019-12-06https://aicouncil.com/speaker-bio/james-faghmous2019-02-25https://aicouncil.com/talks/argo-kubernetes-native-workflows-and-pipelines2024-01-03https://aicouncil.com/talks/you-wont-believe-how-we-optimize-our-headlines2024-01-03https://aicouncil.com/talks/payment-fraud-in-digital-currency2024-01-03https://aicouncil.com/talks/end-to-end-exactly-once-aggregation-over-ad-streams2024-01-03https://aicouncil.com/speaker-bio/ricardo-fanjul2019-02-25https://aicouncil.com/talks26/stop-obsessing-about-data-infrastructure2026-03-09https://aicouncil.com/speakers/andy-eschbacher2025-12-02https://aicouncil.com/speaker/using-embeddings-to-understand-the-evolution-of-data-science-skill-sets2021-11-03https://aicouncil.com/talks25/creating-and-powering-intelligent-assistants2025-11-30https://aicouncil.com/talks26/the-unreasonable-deceptiveness-of-bad-data2026-03-09https://aicouncil.com/talks24/why-streaming-sql-the-semantics-and-challenges-of-applying-sql-to-unbounded-data2024-01-29https://aicouncil.com/talks-0/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet2024-01-12https://aicouncil.com/profile/till-bergmann2019-03-14https://aicouncil.com/speakers-archive/chris-hausler2019-12-06https://aicouncil.com/talks-archive/building-real-time-data-pipelines-made-easy-with-structured-streaming-in-apache-spark2019-07-31https://aicouncil.com/speakers-archive/ben-davis2019-12-06https://aicouncil.com/talks26/the-end-of-history-convergence-of-batch-and-realtime-data-technologies2026-03-09https://aicouncil.com/speakers/david-beyer2025-12-02https://aicouncil.com/speakers/nikolas-goebel2025-12-02https://aicouncil.com/talks25/time-to-rethink-data-management-for-machine-learning2025-11-30https://aicouncil.com/talks/going-bayes-shifting-our-testing-methods-to-reflect-our-priorities2025-02-10https://aicouncil.com/talks-0/ai-your-way-with-all-in-one-access2025-04-04https://aicouncil.com/talks-0/technical-founders-panel-nyc182022-04-29https://aicouncil.com/talks-archive/iggy-build-better-models-with-location-data2021-12-18https://aicouncil.com/speakers-archive/wesley-faulkner2023-01-13https://aicouncil.com/talks/introducing-switch-a-framework-for-custom-data-applications2024-01-03https://aicouncil.com/talks25/timescaledb-rearchitecting-a-sql-database-for-time-series-data2025-11-30https://aicouncil.com/talks25/machine-learning-for-brain-health-and-understanding-at-starlab-neuroscience2025-11-30https://aicouncil.com/talks-archive/how-developers-should-think-about-the-emerging-ai-stack2024-03-01https://aicouncil.com/talks/transfer-learning-in-nlp-how-to-help-small-teams-account-for-small-datasets2024-01-03https://aicouncil.com/talks/a-101-in-time-series-analytics-with-apache-arrow-pandas-and-parquet2024-01-26https://aicouncil.com/speakers-archive/denis-yarats2025-03-21https://aicouncil.com/talks/building-efficient-ml-pipelines-and-responsible-ai-solutions2024-01-03https://aicouncil.com/talks-0/talking-bayes-to-business-a-b-testing-use-case2022-04-29https://aicouncil.com/speakers/bogomil-balkansky2025-12-02https://aicouncil.com/talks25/active-learning-why-smart-labeling-is-the-future-of-data-annotation2025-11-30https://aicouncil.com/talks/bridging-the-gap-between-batch-and-real-time-with-mixed-latency-pipelines2024-02-08https://aicouncil.com/speakers-archive/katrina-riehl2023-01-13https://aicouncil.com/speaker-bio/julien-le-dem2019-02-25https://aicouncil.com/speakers/brad-heller2025-12-02https://aicouncil.com/talks-0/why-streaming-sql-the-semantics-and-challenges-of-applying-sql-to-unbounded-data2024-01-29https://aicouncil.com/profile/amber-roberts2024-02-07https://aicouncil.com/talks-archive/architecting-low-latency-schema-less-sql-engine2019-07-31https://aicouncil.com/speakers/jules-damji2025-12-02https://aicouncil.com/talks-0/scaling-model-training-from-flexible-training-apis-to-resource-management-with-kubernetes2022-04-29https://aicouncil.com/talks-0/notebooks-as-functions-with-papermill2022-04-29https://aicouncil.com/speakers/chris-hartfield2025-12-02https://aicouncil.com/talks-0/parsing-of-diverse-healthcare-data2022-04-29https://aicouncil.com/talks-0/an-open-semantic-layer-with-cube2023-01-21https://aicouncil.com/speakers/sahaana-suri2025-12-02https://aicouncil.com/talks-archive/a-multi-armed-bandit-framework-for-recommendations-at-netflix2019-07-31https://aicouncil.com/talks26/reproducible-data-infrastructure-at-go-jek2026-03-09https://aicouncil.com/talks-0/case-studies-from-a-methodologist-on-an-experimentation-platform2024-01-04https://aicouncil.com/talks24/building-a-knowledge-graph-using-messy-real-estate-data2024-01-16https://aicouncil.com/talks26/blending-event-stream-processing-with-machine-learning-using-the-kafka-ecosystem2026-03-09https://aicouncil.com/talks-archive/data-contracts-accountable-data-quality2023-01-18https://aicouncil.com/talks/hindsight-bias-how-to-deal-with-label-leakage-at-scale2024-01-03https://aicouncil.com/talks26/generative-ai-and-the-natural-language-interface-for-data2026-03-09https://aicouncil.com/talks26/uncovering-the-potential-of-tensorflow-22026-03-09https://aicouncil.com/talks25/calvin-french-owen-on-the-future-of-agentic-coding2026-03-14https://aicouncil.com/profile/roger-magoulas2024-03-13https://aicouncil.com/profile/niko-grupen2025-03-31https://aicouncil.com/talks25/building-a-business-review-program-from-scratch2025-11-30https://aicouncil.com/talks24/reinforcement-learning-for-data-scientists2024-01-16https://aicouncil.com/speaker-bio/75874129632019-02-25https://aicouncil.com/speakers-archive/shinji-kim2021-12-08https://aicouncil.com/speakers/ricardo-baeza-yates2025-12-02https://aicouncil.com/talks/oasis-data-analysis-platform-for-enterprise2024-01-03https://aicouncil.com/speakers/phil-roth2025-12-02https://aicouncil.com/talks-archive/streaming-cdc-data-from-postgresql-to-snowflake-challenges-and-solutions2024-03-26https://aicouncil.com/profile/danny-chiao2021-11-02https://aicouncil.com/speakers/oriol-mirosa2025-12-02https://aicouncil.com/talks24/dont-let-your-ml-models-decay2024-01-16https://aicouncil.com/talks25/building-21st-century-data-science-and-data-engineering-teams2025-11-30https://aicouncil.com/talks26/lightning-talks2026-03-09https://aicouncil.com/speakers/michele-catasta2025-12-02https://aicouncil.com/talks-archive/not-your-fathers-data-lakehouse-building-with-trino-and-iceberg2024-03-01https://aicouncil.com/speakers-archive/tzu-li-gordon-tai2019-12-06https://aicouncil.com/talks25/a-building-the-blueprint-for-scalable-data-products-in-public-sector2026-02-25https://aicouncil.com/profile/mark-weiss2019-03-14https://aicouncil.com/talks-0/wtf-are-we-doing2024-02-20https://aicouncil.com/speakers/pierre-lacave2026-02-25https://aicouncil.com/profile/lin-qiao2025-02-03https://aicouncil.com/talks25/scalability-but-at-what-cost2025-11-30https://aicouncil.com/speakers-archive/nico-acosta2024-01-09https://aicouncil.com/speakers/hugo-bowne-anderson2025-12-02https://aicouncil.com/speakers-archive/thomas-la-piana2019-12-06https://aicouncil.com/profile/charles-frye2025-02-03https://aicouncil.com/speakers-archive/guozhang-wang2019-12-06https://aicouncil.com/talks26/building-data-orchestration-for-big-data-analytics-in-the-cloud2026-03-09https://aicouncil.com/profile/evan-sparks2019-03-14https://aicouncil.com/speakers/john-musser2025-12-02https://aicouncil.com/talks-archive/from-scaling-to-observability-solving-key-challenges-for-distributed-ml-with-ray2025-02-10https://aicouncil.com/talks26/building-a-recursive-bigquery-mapper2026-03-09https://aicouncil.com/talks26/context-engineering-for-video-intelligence-beyond-model-scale-to-real-world-impact2026-03-31https://aicouncil.com/talks26/track-host-startups-new-york-20182026-03-09https://aicouncil.com/speakers/leonhard-spiegelberg2026-02-18https://aicouncil.com/talks-0/the-case-for-metadata-for-machine-learning-platforms2022-04-29https://aicouncil.com/speaker-bio/67404343532019-02-25https://aicouncil.com/talks-archive/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet2024-01-12https://aicouncil.com/speaker-bio/guozhang-wang2019-02-25https://aicouncil.com/talks26/the-story-of-devrel-at-snowflake-how-we-got-here2026-03-09https://aicouncil.com/talks26/creating-self-service-high-velocity-data-cultures2026-03-09https://aicouncil.com/talks-0/track-host-data-platforms-and-pipelines2022-04-29https://aicouncil.com/speakers/nico-acosta2025-12-02https://aicouncil.com/profile/bin-fan2019-03-14https://aicouncil.com/talks-0/just-because-your-data-is-unstructured-doesnt-mean-it-should-be-onerous2022-04-29https://aicouncil.com/talks25/using-causal-forests-for-subpopulation-identification-in-randomized-clinical-trials2025-11-30https://aicouncil.com/talks/extinguishing-the-garbage-fire-of-ml-testing2024-01-03https://aicouncil.com/talks26/lessons-in-hiring-data-scientists2026-03-09https://aicouncil.com/talks25/track-host-data-analytics2025-11-30https://aicouncil.com/talks-0/how-to-do-segmentation-right-a-practical-guide-for-data-scientists2022-04-29https://aicouncil.com/profile/mitul-tiwari2020-07-27https://aicouncil.com/how-wootric-uses-nlp-and-ml-to-make-sense-of-hundreds-of-thousands-of-survey-feedbackhttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Prabhat%20Jha.pngPrabhatJhaPrabhatJhahttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-05-21https://aicouncil.com/profile/gleb-mezhanskiy2025-03-10https://aicouncil.com/talks24/a-deep-dive-into-the-dbt-manifest2024-01-16https://aicouncil.com/talks26/from-concurrency-control-to-concurrent-scheduling2026-03-09https://aicouncil.com/talks-archive/dashboards-dashboards-everywhere-how-to-fix-analytics-collaboration2021-12-20https://aicouncil.com/talks/running-airflow-reliably-with-kubernetes2024-01-03https://aicouncil.com/talks-archive/a-view-from-apache-flink-on-evolution-and-outlooks-for-the-modern-stateful-stream-processor2019-07-31https://aicouncil.com/talks-0/machine-learning-and-the-sports-betting-industry2022-04-29https://aicouncil.com/talks25/translating-source-code-into-natural-language-with-ai2025-11-30https://aicouncil.com/profile/dan-goldin2019-03-14https://aicouncil.com/talks-archive/going-bayes-shifting-our-testing-methods-to-reflect-our-priorities2025-02-10https://aicouncil.com/profile/karthik-thirumalai2019-06-13https://aicouncil.com/talks25/building-a-control-plane-for-data2025-11-30https://aicouncil.com/profile/soups-ranjan2019-03-14https://aicouncil.com/talks26/beyond-mlops-building-ai-systems-with-metaflow2026-03-09https://aicouncil.com/talks24/how-investors-think-about-data2024-01-16https://aicouncil.com/speakers-archive/linus-lee2026-03-01https://aicouncil.com/speakers/cj-jameson2025-12-02https://aicouncil.com/talks25/causal-inference-methods-for-bridging-experiments-and-strategic-impact2025-11-30https://aicouncil.com/speaker/productizing-structural-models2021-11-03https://aicouncil.com/profile/krishna-gade2020-02-26https://aicouncil.com/talks-0/how-to-optimize-apache-spark-cloud-clusters-for-cost-and-runtime-goals-with-sync-computing2023-02-02https://aicouncil.com/speakers/bernease-herman2025-12-02https://aicouncil.com/speakers/naveen-rao2025-12-02https://aicouncil.com/talks24/ai-launchpad-2025-tower2025-03-18https://aicouncil.com/talks/data-governance-is-not-the-governance-of-data2025-02-27https://aicouncil.com/profile/jonathan-talmi2024-01-04https://aicouncil.com/a-nation-of-immigrants-the-data-scienceshttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Kenneth_Sanford_Dataiku_DataEngConf_SF17.pngKennethSanfordDataikuDataEngConfSF17KennethSanfordDataikuDataEngConfSF172017-09-20https://aicouncil.com/profile/wes-mckinney2019-03-14https://aicouncil.com/speakers/mady-mantha2025-12-02https://aicouncil.com/talks24/data-reliability-engineering-a-new-approach-to-data-quality2024-01-16https://aicouncil.com/talks/stop-making-models-bigger.-make-them-behave2026-03-27https://aicouncil.com/talks24/track-host-data-science-ai-impact-on-business2024-01-16https://aicouncil.com/profile/jules-damji2021-11-10https://aicouncil.com/talks25/building-automated-support-at-kickstarter2025-11-30https://aicouncil.com/talks26/genai-and-datacomp-creating-the-largest-public-multimodal-dataset-in-academia2026-03-09https://aicouncil.com/talks24/using-r-in-a-mid-sized-data-analysis-scenario2024-01-16https://aicouncil.com/talks-0/an-introduction-to-big-datas-unsung-hero-the-log2022-04-29https://aicouncil.com/talks26/declarative-orchestration-why-youve-been-thinking-about-the-wrong-dag-the-entire-time2026-03-09https://aicouncil.com/profile/justin-coffey2019-03-14https://aicouncil.com/speakers-archive/rick-saporta2023-02-02https://aicouncil.com/speaker/fighting-churn-with-data2021-11-03https://aicouncil.com/building-etl-infrastructure-that-analysts-lovehttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/christian-round-300x300.pngchristianround300x300christianround300x300https://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-12-07https://aicouncil.com/speakers/noy-twerski2025-12-02https://aicouncil.com/speakers/george-talbot2025-12-02https://aicouncil.com/talks-archive/scalability-but-at-what-cost2019-07-31https://aicouncil.com/newsletterhttps://www.datacouncil.ai/hubfs/Select%20Star-2.pngSelectStar2SelectStar2https://www.datacouncil.ai/hubfs/bigeye.pngbigeyebigeyehttps://www.datacouncil.ai/hubfs/monte%20carlo.pngmontecarlomontecarlohttps://www.datacouncil.ai/hubfs/honeyhive.pnghoneyhivehoneyhivehttps://www.datacouncil.ai/hubfs/onehouse%20(1).pngonehouse1onehouse1https://www.datacouncil.ai/hubfs/data.world.pngdataworlddataworldhttps://www.datacouncil.ai/hubfs/census.pngcensuscensushttps://www.datacouncil.ai/hubfs/statsig.pngstatsigstatsighttps://www.datacouncil.ai/hubfs/aicouncil-light.svgaicouncillightaicouncillighthttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3988.jpgDataCouncil2024TicoMendoza3988DataCouncil2024TicoMendoza39882024-04-19https://aicouncil.com/talks25/using-apache-arrow-calcite-and-parquet-to-build-a-relational-cache2025-11-30https://aicouncil.com/talks/charting-the-lakehouse-trail-a-data-migration-adventure2024-03-26https://aicouncil.com/talks/5-lessons-from-the-classroom-for-evaluating-agents2026-03-14https://aicouncil.com/talks-0/track-host-machine-deep-learning2022-04-29https://aicouncil.com/profile/omoju-miller2019-03-14https://aicouncil.com/profile/marco-slot2025-01-13https://aicouncil.com/talks25/taking-recommendation-to-the-masses2025-11-30https://aicouncil.com/0-to-100-in-under-a-weekhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/greg-ratner.pnggregratnergregratnerhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-11-06https://aicouncil.com/talks25/python-over-data-lakes-declarative-environments-data-management-and-other-things-with-feathers2025-11-30https://aicouncil.com/blog/kliohttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Klio.jpegKlioKlio2020-12-03https://aicouncil.com/speakers-archive/anish-doshi2019-12-06https://aicouncil.com/talks/how-to-ensure-your-model-does-not-drift-from-human-in-the-loop-concept-to-building-fully-adaptive-ml-models-using-crowdsourcing2024-01-03https://aicouncil.com/profile/nikita-vemuri2025-02-03https://aicouncil.com/speakers-archive/jean-trou2023-01-13https://aicouncil.com/speakers-archive/jesika-haria2021-12-18https://aicouncil.com/talks/not-your-fathers-data-lakehouse-building-with-trino-and-iceberg2024-03-01https://aicouncil.com/talks24/the-return-of-the-olap-cube2024-01-16https://aicouncil.com/speakers/aditya-jami2025-12-02https://aicouncil.com/talks-0/reproducible-data-infrastructure-at-go-jek2022-04-29https://aicouncil.com/profile/tim-castillo2024-01-29https://aicouncil.com/talks26/creating-an-extensible-big-data-platform2026-03-09https://aicouncil.com/talks26/when-testing-in-production-is-a-good-idea2026-03-09https://aicouncil.com/data-science-in-the-enterprisehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Sean_Anderson_Cloudera_DataEngConf.pngSeanAndersonClouderaDataEngConfSeanAndersonClouderaDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-01-24https://aicouncil.com/speakers/ben-rogojan2025-12-02https://aicouncil.com/speakers/shawndra-hill2025-12-02https://aicouncil.com/talks-0/powering-ai-workflows-with-tabular-graphs2025-03-25https://aicouncil.com/talks25/exploring-data-through-natural-language-conversational-analytics2025-11-30https://aicouncil.com/profile/polong-lin2019-03-14https://aicouncil.com/profile/patrick-dougherty2021-11-02https://aicouncil.com/talks26/data-product-success-aligning-with-datas-core-purpose-a-framework-for-data-product-management-for-increasing-adoption-and-user-love2026-03-09https://aicouncil.com/talks-0/genai-and-datacomp-creating-the-largest-public-multimodal-dataset-in-academia2024-03-09https://aicouncil.com/talks26/improving-the-airline-boarding-process-through-deep-learning2026-03-09https://aicouncil.com/profile/vasundra-srinivasan2023-12-21https://aicouncil.com/talks-archive/flink-sql-in-action2019-07-31https://aicouncil.com/talks24/generative-ai-for-product-builders2024-01-16https://aicouncil.com/speaker-bio/raffi-krikorian2019-02-25https://aicouncil.com/talks24/keynote-guardrails-for-the-future-ai-safety-and-responsible-ai-in-practice2025-03-25https://aicouncil.com/talks26/ai-launchpad-2025-nao2026-03-09https://aicouncil.com/talks-archive/write-less-more-how-dagster-rebuilt-our-docs-from-the-ground-up2025-02-10https://aicouncil.com/talks25/data-should-be-invisible2025-11-30https://aicouncil.com/speakers-archive/julie-hollek2021-12-15https://aicouncil.com/speakers-archive/yury-selivanov2026-03-01https://aicouncil.com/talks25/how-to-do-segmentation-right-a-practical-guide-for-data-scientists2025-11-30https://aicouncil.com/speakers/evan-nisselson2025-12-02https://aicouncil.com/talks-archive/scaling-data-reliably-a-journey-in-growing-through-data-pain-points2024-01-26https://aicouncil.com/peloton-the-selfdriving-database-management-systemhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/NYC16/Speakers/Andy%20Pavlo.pngAndyPavloAndyPavlo2018-01-30https://aicouncil.com/talks26/introducing-data-downtime-from-firefighting-to-winning2026-03-09https://aicouncil.com/talks26/the-future-of-data-engineering-from-unstructured-to-structured-in-an-agentic-data-era2026-03-09https://aicouncil.com/talks25/track-host-data-organizations-ethics2025-11-30https://aicouncil.com/talks-archive/towards-a-universal-open-data-service-layer2024-02-08https://aicouncil.com/profile/dash-desai2023-12-21https://aicouncil.com/profile/avik-basu2026-03-14https://aicouncil.com/talks-archive/kubernetes-native-workflow-orchestration-with-argo2019-10-23https://aicouncil.com/talks-archive/creating-our-own-kubernetes-and-docker-to-run-our-data-infrastructure2023-01-13https://aicouncil.com/speakers-archive/alex-martin2024-01-27https://aicouncil.com/speakers/alice-leach2025-12-02https://aicouncil.com/talks25/bridging-the-ai-implementation-gap-strategies-for-embedding-data-professionals-with-business-units2025-11-30https://aicouncil.com/talks24/building-a-data-powered-sales-intelligence-platform2024-01-16https://aicouncil.com/speakers-archive/sandy-ryza2021-11-30https://aicouncil.com/talks-archive/incident-management-for-data-people2023-01-31https://aicouncil.com/talks24/exploring-data-through-natural-language-conversational-analytics2024-01-16https://aicouncil.com/speakers-archive/eno-reyes2025-02-03https://aicouncil.com/talks-archive/production-analytics-with-a-distributed-column-store2019-07-31https://aicouncil.com/speakers-archive/felipe-huici2026-03-31https://aicouncil.com/talks25/the-art-of-data-reimagining-creative-processes-with-data-culture2025-11-30https://aicouncil.com/talks/the-power-of-data-driven-storytelling2024-01-03https://aicouncil.com/speakers-archive/tyler-dunn2024-01-30https://aicouncil.com/talks-0/what-the-heck-is-an-in-memory-data-grid2022-04-29https://aicouncil.com/profile/jeremy-cohen2020-07-01https://aicouncil.com/talks25/ethical-data-acquisition-sales-in-the-ai-age2025-11-30https://aicouncil.com/talks/the-power-of-low-latency-data-for-ai-apps2025-03-25https://aicouncil.com/talks-0/democratizing-analytics-via-self-service-netflix-games-edition2026-02-25https://aicouncil.com/talks24/data-contracts-in-the-modern-data-stack2024-01-16https://aicouncil.com/speaker/influxdb-storage-engine-internals2021-11-03https://aicouncil.com/talks25/how-vercel-builds-dozens-of-metrics-from-one-heterogenous-table2025-11-30https://aicouncil.com/talks/online-learning-of-website-embeddings-for-accurate-prediction-of-user-behavior-even-when-data-are-scarce2024-01-03https://aicouncil.com/talks/instant-preview-mode-real-time-feedback-to-make-sql-data-exploration-fly2025-02-10https://aicouncil.com/talks26/writing-correct-data-analysis-code2026-03-09https://aicouncil.com/talks24/designing-for-intelligence-at-github-next-patterns-and-practices-for-making-ai-powered-products2024-01-16https://aicouncil.com/talks25/malloy-an-experimental-language-for-data2025-11-30https://aicouncil.com/speaker-bio/tim-divane2019-02-25https://aicouncil.com/speakers/seth-rosen2025-12-02https://aicouncil.com/talks25/using-ai-mathematics-and-statistics-to-find-similar-data-in-massive-data-ecosystems2025-11-30https://aicouncil.com/speakers-archive/naheil-mcavinue2026-02-18https://aicouncil.com/talks-archive/data-governance-is-not-the-governance-of-data2025-02-27https://aicouncil.com/talks26/building-a-scalable-financial-data-store2026-03-09https://aicouncil.com/profile/jocelyn-goldfein2019-03-14https://aicouncil.com/speakers-archive/jake-thomas2024-01-31https://aicouncil.com/blog/zero-prime-podcast-e27-from-unix-coder-to-engineer-founder-rob-woollens-journey-founding-sigmahttps://www.datacouncil.ai/hubfs/Rob%20Woollen.pngRobWoollenRobWoollenhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12025-02-14https://aicouncil.com/talks24/delivering-ml-models-the-safe-and-sane-way2024-01-16https://aicouncil.com/talks/stream-processing-beyond-streaming-data2024-01-03https://aicouncil.com/talks-0/efficiently-storing-and-calculating-engagement-metrics-at-massive-scale2022-04-29https://aicouncil.com/talks/track-host-data-products2024-01-03https://aicouncil.com/talks-0/this-app-ends-tantrums-how-ml-nlp-and-five-minutes-of-playtime-help-parents-caregivers-and-children-enjoy-life-together2023-02-22https://aicouncil.com/talks-0/the-observatorium-using-machine-learning-and-observability-together-to-reduce-incident-impact2022-04-29https://aicouncil.com/profile/nicholas-handel2019-03-14https://aicouncil.com/speakers-archive/ron-green2023-01-18https://aicouncil.com/talks-archive/practical-solutions-for-annoying-machine-learning-problems2019-07-31https://aicouncil.com/talks-0/beyond-linear-notebooks-implementing-reactivity-with-ipython2022-04-29https://aicouncil.com/profile/dj-patil2023-02-27https://aicouncil.com/profile/ozgun-erdogan2019-03-14https://aicouncil.com/talks25https://www.datacouncil.ai/hubfs/Assets%2023/arrow-left-2x.pngarrowleft2xarrowleft2xhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12025-11-30https://aicouncil.com/talks-archive/privacy-techniques-for-data-science2019-07-31https://aicouncil.com/speakers-archive/evan-nisselson2019-12-06https://aicouncil.com/profile/avrilia-floratou2019-03-14https://aicouncil.com/talks24/the-unreasonable-effectiveness-of-product-sense2024-01-16https://aicouncil.com/speakers/dr-greg-michaelson2025-12-02https://aicouncil.com/speaker/automating-machine-learning2021-11-03https://aicouncil.com/talks24/ai-powered-automation-supercharge-data-intensive-workflows-with-intelligent-agents2025-03-10https://aicouncil.com/talks-0/training-data-preparation-for-netflix-personalization2022-04-29https://aicouncil.com/speakers-archive/niall-woodward2023-01-13https://aicouncil.com/talks/beyond-simple-ab-testing-advanced-experimentation-tactics2024-01-26https://aicouncil.com/speaker-bio/edwin-ong2019-02-25https://aicouncil.com/talks-archive/data-products-arent-just-for-data-teams2023-01-31https://aicouncil.com/speakers/hadley-wickham2025-12-02https://aicouncil.com/talks/automatically-fix-data-issues-label-errors-in-most-ml-datasets2024-01-03https://aicouncil.com/talks-0/practical-solutions-for-annoying-machine-learning-problems2022-04-29https://aicouncil.com/talks/experiencing-data-as-code-with-dremio-arctic-and-apache-iceberg2024-01-03https://aicouncil.com/talks25/genai-and-datacomp-creating-the-largest-public-multimodal-dataset-in-academia2025-11-30https://aicouncil.com/talks-0/how-to-align-ai-capabilities-with-product-strategy-so-you-can-innovate2024-01-10https://aicouncil.com/speakers-archive/drew-banin2020-02-20https://aicouncil.com/talks26/building-an-open-data-lake-house-using-trino-and-apache-iceberg2026-03-09https://aicouncil.com/talks24/machine-learning-from-development-to-production-at-instacart2024-01-16https://aicouncil.com/talks-archive/uncertainty-aware-food-recognition-by-deep-learning2019-09-06https://aicouncil.com/speakers-archive/jared-polivka2019-12-06https://aicouncil.com/talks24/fast-effective-natural-language-understanding2024-01-16https://aicouncil.com/speaker/democratizing-metric-definition-and-discovery-at-airbnb2021-11-03https://aicouncil.com/profile/benn-stancil2019-03-14https://aicouncil.com/speakers/sumti-jairath2025-12-02https://aicouncil.com/talks25/data-engineering-and-beyond-nyc192025-11-30https://aicouncil.com/speakers/le-zhang2025-12-02https://aicouncil.com/talks26/what-every-data-scientist-needs-to-know-about-gpus2026-03-09https://aicouncil.com/talks25/make-vibe-coding-safe-how-to-test-with-playwright2026-02-18https://aicouncil.com/speakers/raghotham-murthy2025-12-02https://aicouncil.com/talks25/data-at-marfeel-addressing-complexity-at-scale-with-the-latest-technologies2025-11-30https://aicouncil.com/speaker/data-for-the-992021-11-03https://aicouncil.com/speakers/jonathan-talmi2025-12-02https://aicouncil.com/talks/building-enterprise-agentic-rag-applications-with-reduced-hallucinations2025-02-20https://aicouncil.com/talks/stream-processing-in-python-with-wallaroo2024-01-03https://aicouncil.com/apply-to-speakhttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-181.jpgDataCouncilDayOne2025181DataCouncilDayOne2025181https://www.datacouncil.ai/hubfs/Chris%20Alexiuk%20-%20NVIDIA.pngChrisAlexiukNVIDIAChrisAlexiukNVIDIAhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-4990.jpgDataCouncil2024Day2TicoMendozaAll4990DataCouncil2024Day2TicoMendozaAll4990https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Sponsor%20Logos%20(uniform).svgSponsorLogosuniformSponsorLogosuniformhttps://www.datacouncil.ai/hubfs/Ram%20Sriharsha-1.webpRamSriharsha1RamSriharsha1https://www.datacouncil.ai/hubfs/Analytics%20&%20BI.svgAnalyticsBIAnalyticsBIhttps://www.datacouncil.ai/hubfs/Jill%20Cates%20-%20Shopify.pngJillCatesShopifyJillCatesShopifyhttps://www.datacouncil.ai/hubfs/Lightning%20Talks.svgLightningTalksLightningTalkshttps://www.datacouncil.ai/hubfs/Zach%20Mueller%20-%20Lambada%20-%20Model%20Systems.pngZachMuellerLambadaModelSystemsZachMuellerLambadaModelSystemshttps://www.datacouncil.ai/hubfs/AI%20-%20Anthropic.pngAIAnthropicAIAnthropichttps://www.datacouncil.ai/hubfs/2%20-%20OpenAI.png2OpenAI2OpenAIhttps://www.datacouncil.ai/hubfs/Workshops.svgWorkshopsWorkshopshttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-2664.jpgDataCouncil2024Day1TicoMendozaAll2664DataCouncil2024Day1TicoMendozaAll2664https://www.datacouncil.ai/hubfs/naveen-rao-1.jpgnaveenrao1naveenrao1https://www.datacouncil.ai/hubfs/nikunj-handa.jpgnikunjhandanikunjhandahttps://www.datacouncil.ai/hubfs/Lucas%20Atkins%20-%20Arcee.pngLucasAtkinsArceeLucasAtkinsArceehttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-4770-1.jpgDataCouncil2024Day2TicoMendozaAll47701DataCouncil2024Day2TicoMendozaAll47701https://www.datacouncil.ai/hubfs/8%20-%20Replit.png8Replit8Replithttps://www.datacouncil.ai/hubfs/Bhargavi%20Reddy%20Dokuru%20-%20Netflix.pngBhargaviReddyDokuruNetflixBhargaviReddyDokuruNetflixhttps://www.datacouncil.ai/hubfs/Zhamak%20Dehghani.pngZhamakDehghaniZhamakDehghanihttps://www.datacouncil.ai/hubfs/openAI-1.svgopenAI1openAI1https://www.datacouncil.ai/hubfs/Change%20She.webpChangeSheChangeShehttps://www.datacouncil.ai/hubfs/Emilie%20Schario%20-%20Kilo%20Code.pngEmilieScharioKiloCodeEmilieScharioKiloCodehttps://www.datacouncil.ai/hubfs/Marta%20Paes%20-%20Clickhouse.pngMartaPaesClickhouseMartaPaesClickhousehttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5207.jpgDataCouncil2024Day2TicoMendoza5207DataCouncil2024Day2TicoMendoza5207https://www.datacouncil.ai/hubfs/Kshitij%20Grover%20-%20Orb.pngKshitijGroverOrbKshitijGroverOrbhttps://www.datacouncil.ai/hubfs/Ezi%20Ozoani%20-%20Aethon.fund.pngEziOzoaniAethonfundEziOzoaniAethonfundhttps://www.datacouncil.ai/hubfs/Linus%20Lee%20-%20Thrive%20Capital.pngLinusLeeThriveCapitalLinusLeeThriveCapitalhttps://www.datacouncil.ai/hubfs/Jacopo%20Tagliabue%20-%20Bauplan.pngJacopoTagliabueBauplanJacopoTagliabueBauplanhttps://www.datacouncil.ai/hubfs/naveen-rao.jpgnaveenraonaveenraohttps://www.datacouncil.ai/hubfs/Brace%20Sproul%20-%20LangChain.pngBraceSproulLangChainBraceSproulLangChainhttps://www.datacouncil.ai/hubfs/42-2.svg422422https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5505.jpgDataCouncil2024Day2TicoMendoza5505DataCouncil2024Day2TicoMendoza5505https://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3071.jpgDataCouncil2024TicoMendoza3071DataCouncil2024TicoMendoza3071https://www.datacouncil.ai/hubfs/aicouncil-x%20(1200%20x%20628%20px)%20(1)-1.pngaicouncilx1200x628px11aicouncilx1200x628px11https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--6035.jpgDataCouncil2024Day2TicoMendoza6035DataCouncil2024Day2TicoMendoza6035https://www.datacouncil.ai/hubfs/Pierre%20Lacave%20-%20Datadog.pngPierreLacaveDatadogPierreLacaveDatadoghttps://www.datacouncil.ai/hubfs/Soumya%20Kalra%20-%20City%20of%20SF.pngSoumyaKalraCityofSFSoumyaKalraCityofSFhttps://www.datacouncil.ai/hubfs/erik-bernhardsson.jpgerikbernhardssonerikbernhardssonhttps://www.datacouncil.ai/hubfs/DSC_4928-1.jpgDSC49281DSC49281https://www.datacouncil.ai/hubfs/AI%20&%20Data%20Culture.svgAIDataCultureAIDataCulturehttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-4024-1.jpgDataCouncil2024Day1TicoMendozaAll40241DataCouncil2024Day1TicoMendozaAll40241https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5363%20(1).jpgDataCouncil2024Day2TicoMendoza53631DataCouncil2024Day2TicoMendoza53631https://www.datacouncil.ai/hubfs/Julien%20LeDem%20Astronomer-1-1.pngJulienLeDemAstronomer11JulienLeDemAstronomer11https://www.datacouncil.ai/hubfs/Lloyd-Tabb.jpegLloydTabbLloydTabbhttps://www.datacouncil.ai/hubfs/Glauber%20Costa%20-%20Turso.pngGlauberCostaTursoGlauberCostaTursohttps://www.datacouncil.ai/hubfs/Sean%20Hughes%20-%20Evidence.pngSeanHughesEvidenceSeanHughesEvidencehttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--2520.jpgDataCouncil2024TicoMendoza2520DataCouncil2024TicoMendoza2520https://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--2961.jpgDataCouncil2024TicoMendoza2961DataCouncil2024TicoMendoza2961https://www.datacouncil.ai/hubfs/Max%20Schmitt%20-%20Ex-Microsoft%20__%20Playwright.pngMaxSchmittExMicrosoftPlaywrightMaxSchmittExMicrosoftPlaywrighthttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-4723.jpgDataCouncil2024Day2TicoMendozaAll4723DataCouncil2024Day2TicoMendozaAll4723https://www.datacouncil.ai/hubfs/GenAI%20Applications.svgGenAIApplicationsGenAIApplicationshttps://www.datacouncil.ai/hubfs/Rushabh%20Mehta%20-%20Meta.pngRushabhMehtaMetaRushabhMehtaMetahttps://www.datacouncil.ai/hubfs/Elie%20Bakouch%20-%20Hugging%20Face.pngElieBakouchHuggingFaceElieBakouchHuggingFacehttps://www.datacouncil.ai/hubfs/Parminder%20Singh%20-%20Redscope%20AI.pngParminderSinghRedscopeAIParminderSinghRedscopeAIhttps://www.datacouncil.ai/hubfs/Simba%20Khadder%20-%20Redis.pngSimbaKhadderRedisSimbaKhadderRedishttps://www.datacouncil.ai/hubfs/Benn%20Stancil%20-%20ThoughtSpot.webpBennStancilThoughtSpotBennStancilThoughtSpothttps://www.datacouncil.ai/hubfs/Vasundra%20Srinivasan%20-%20Salesforce-2.pngVasundraSrinivasanSalesforce2VasundraSrinivasanSalesforce2https://www.datacouncil.ai/hubfs/Andrew%20Zigler%20-%20LinearB.pngAndrewZiglerLinearBAndrewZiglerLinearBhttps://www.datacouncil.ai/hubfs/9%20-%20Perplexity.png9Perplexity9Perplexityhttps://www.datacouncil.ai/hubfs/Databricks-1.svgDatabricks1Databricks1https://www.datacouncil.ai/hubfs/ravin-kumar.jpgravinkumarravinkumarhttps://www.datacouncil.ai/hubfs/Google%20DeepMind-3.svgGoogleDeepMind3GoogleDeepMind3https://www.datacouncil.ai/hubfs/Avik%20Basu%20-%20Intuit.pngAvikBasuIntuitAvikBasuIntuithttps://www.datacouncil.ai/hubfs/slack_profile_pic-1.pngslackprofilepic1slackprofilepic1https://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-231.jpgDataCouncilDayOne2025231DataCouncilDayOne2025231https://www.datacouncil.ai/hubfs/Leonhard%20Spiegelberg%20-%20OpenAI.pngLeonhardSpiegelbergOpenAILeonhardSpiegelbergOpenAIhttps://www.datacouncil.ai/hubfs/Kaushik%20Iska%20-%20Clickhouse.pngKaushikIskaClickhouseKaushikIskaClickhousehttps://www.datacouncil.ai/hubfs/38-1.svg381381https://www.datacouncil.ai/hubfs/Data%20Science%20&%20Algos.svgDataScienceAlgosDataScienceAlgoshttps://www.datacouncil.ai/hubfs/duckdb-4.svgduckdb4duckdb4https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5925.jpgDataCouncil2024Day2TicoMendoza5925DataCouncil2024Day2TicoMendoza5925https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-3435.jpgDataCouncil2024Day1TicoMendozaAll3435DataCouncil2024Day1TicoMendozaAll3435https://www.datacouncil.ai/hubfs/Yaroslav%20Bulatov%20-%20Together%20AI.pngYaroslavBulatovTogetherAIYaroslavBulatovTogetherAIhttps://www.datacouncil.ai/hubfs/Izzy%20Miller%20-%20HEX.pngIzzyMillerHEXIzzyMillerHEXhttps://www.datacouncil.ai/hubfs/Naheil%20McAvinue%20-%20Gitlab.pngNaheilMcAvinueGitlabNaheilMcAvinueGitlabhttps://www.datacouncil.ai/hubfs/Rohan%20Kodialam%20-%20Sphinx.pngRohanKodialamSphinxRohanKodialamSphinxhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3988.jpgDataCouncil2024TicoMendoza3988DataCouncil2024TicoMendoza3988https://www.datacouncil.ai/hubfs/Vik%20Korrapati%20-%20M87%20Labs%20(Moondream).pngVikKorrapatiM87LabsMoondreamVikKorrapatiM87LabsMoondreamhttps://www.datacouncil.ai/hubfs/Nikhil%20Benesch%20-%20Turbopuffer.pngNikhilBeneschTurbopufferNikhilBeneschTurbopufferhttps://www.datacouncil.ai/hubfs/44.svg4444https://www.datacouncil.ai/hubfs/Bobby%20Chen%20-%20Fireworks%20AI.pngBobbyChenFireworksAIBobbyChenFireworksAIhttps://www.datacouncil.ai/hubfs/Hannes%20Muhleisen%20DuckDB%2001.jpgHannesMuhleisenDuckDB01HannesMuhleisenDuckDB01https://www.datacouncil.ai/hubfs/Gaurav%20Nuti%20-%20snowflake-1.pngGauravNutisnowflake1GauravNutisnowflake1https://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-72.jpgDataCouncilDayOne202572DataCouncilDayOne202572https://www.datacouncil.ai/hubfs/ai%20-%20modal.pngaimodalaimodalhttps://www.datacouncil.ai/hubfs/Neil%20Movva%20-%20Sail%20Research.pngNeilMovvaSailResearchNeilMovvaSailResearchhttps://www.datacouncil.ai/hubfs/Jason%20Ganz%20-%20dbt%20Labs.pngJasonGanzdbtLabsJasonGanzdbtLabs2026-01-16https://aicouncil.com/speakers/dan-eisenberg2025-12-02https://aicouncil.com/talks/emmanuel-ameisen-talk2024-01-26https://aicouncil.com/speakers-archive/alexy-khraborov2025-03-31https://aicouncil.com/speaker/genomic-data-analysis-with-spark-hadoop2021-11-03https://aicouncil.com/profile/steve-coppin-smith2019-09-25https://aicouncil.com/talks/zip-codes-and-other-lies-your-map-told-you2024-01-03https://aicouncil.com/talks-0/to-get-the-value-ditch-the-hype2022-04-29https://aicouncil.com/talks-0/llm-observability-and-evaluations2024-02-07https://aicouncil.com/talks24/scaling-the-best-healthcare-to-everyone-with-ai2024-01-16https://aicouncil.com/speakers/mike-conover2025-12-02https://aicouncil.com/talks-0/declarative-orchestration-why-youve-been-thinking-about-the-wrong-dag-the-entire-time2024-02-08https://aicouncil.com/talks/failure-is-a-funnel2025-02-10https://aicouncil.com/speakers/sean-hughes2026-03-14https://aicouncil.com/talks26/vc-panel-talk-sf182026-03-09https://aicouncil.com/talks-0/streaming-analytics-with-dbt-the-fun-parts2023-01-21https://aicouncil.com/blog/storing-cold-metadata-snowflake-data-cloud-and-morehttps://www.datacouncil.ai/hubfs/Top%2010%20January%202021.jpegTop10January2021Top10January2021https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12021-01-21https://aicouncil.com/speakers-archive/marlene-guraieb2019-12-06https://aicouncil.com/talks24/intelligent-orchestration-datas-missing-link2024-01-16https://aicouncil.com/talks25/computational-social-science-exciting-progress-future-challenges2025-11-30https://aicouncil.com/talks25/data-science-past-present-future2025-11-30https://aicouncil.com/version-and-deploy-datasets-at-scalehttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Kevin%20Moore.pngKevinMooreKevinMoorehttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-05-21https://aicouncil.com/locationhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/holiday-inn-hotel.jpgholidayinnhotelholidayinnhotelhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert12018-04-04https://aicouncil.com/speaker/dynamic-pricing-and-marketplace-health2021-11-03https://aicouncil.com/talks-0/context-engineering-at-the-frontier2026-03-01https://aicouncil.com/talks25/data-culture-as-a-product2025-11-30https://aicouncil.com/speakers-archive/arnau-tibau-puig2019-12-06https://aicouncil.com/talks-archive/accelerate-source-to-signal-data-engineering-efficiency2019-10-23https://aicouncil.com/talks-archive/the-limitations-of-big-data-in-predictive-analytics2019-07-31https://aicouncil.com/talks-0/predicting-chaotic-systems-with-sparse-data-lessons-from-numerical-weather-prediction2022-04-29https://aicouncil.com/talks-archive/building-efficient-ml-pipelines-and-responsible-ai-solutions2019-10-28https://aicouncil.com/talks26/three-tips-for-better-predictive-modeling2026-03-09https://aicouncil.com/talks-archive/leveling-up-in-your-career-as-a-data-scientist-engineer2019-07-31https://aicouncil.com/speakers/mike-driscoll2025-12-02https://aicouncil.com/speakers/aureli-soria-frisch2025-12-02https://aicouncil.com/speakers/zander-matheson2025-12-02https://aicouncil.com/talks-0/how-to-interpret-and-explain-your-black-box-models2023-01-18https://aicouncil.com/profile/michele-catasta2025-03-29https://aicouncil.com/speaker/track-host-machine-deep-learning2021-11-03https://aicouncil.com/talks24/building-an-ecosystem-for-open-foundation-models-together2024-01-16https://aicouncil.com/talks25/building-durable-long-running-autonomous-agents2026-02-25https://aicouncil.com/talks-archive/the-software-architecture-of-wayups-job-recommender-system2019-07-31https://aicouncil.com/talks/its-about-time-an-introduction-to-timely-dataflow2024-01-03https://aicouncil.com/talks26/sid-anand-committee-member-track-host2026-03-09https://aicouncil.com/talks/artwork-personalization-at-netflix2024-01-03https://aicouncil.com/talks-0/data-science-in-the-enterprise2022-04-29https://aicouncil.com/talks-archive/the-dirty-little-secret-of-enterprise-data2019-07-31https://aicouncil.com/talks24/gregory-larson-keynote2024-01-16https://aicouncil.com/talks26/hindsight-bias-how-to-deal-with-label-leakage-at-scale2026-03-09https://aicouncil.com/speaker/when-testing-in-prod-is-a-good-idea2021-11-03https://aicouncil.com/profile/mikhail-filippov2019-06-18https://aicouncil.com/talks25/pitfalls-and-challenges-of-ml-powered-applications2025-11-30https://aicouncil.com/talks26/big-data-is-dead2026-03-09https://aicouncil.com/talks-0/one-explanation-does-not-fit-all-a-toolkit-and-taxonomy-of-ai-explainability-techniques2022-04-29https://aicouncil.com/speakers-archive/solomon-kahn2024-01-09https://aicouncil.com/talks/ai-monitoring-and-explainability-the-critical-hidden-connection2024-01-03https://aicouncil.com/talks-archive/training-data-preparation-for-netflix-personalization2020-02-03https://aicouncil.com/talks-0/more-than-a-vibe-ai-driven-sql-that-actually-works2025-03-25https://aicouncil.com/talks25/apache-kafka-and-the-rise-of-stream-processing2025-11-30https://aicouncil.com/talks25/issue-with-tracking-fail-that-build2025-11-30https://aicouncil.com/talks26/the-file-system-is-all-you-need2026-03-09https://aicouncil.com/talks-archive/ray-a-framework-for-scaling-and-distributing-python-ml-applications2021-11-10https://aicouncil.com/profile/maureen-teyssier2019-10-22https://aicouncil.com/talks26/dagster-a-new-programming-model-for-data-processing2026-03-09https://aicouncil.com/talks-archive/time-to-rethink-data-management-for-machine-learning2020-02-27https://aicouncil.com/talks24/measure-what-matters-measurement-strategies-for-the-mobile-age2024-01-16https://aicouncil.com/talks24/beyond-the-ai-pilot-a-framework-for-building-systems-that-actually-deliver2026-03-31https://aicouncil.com/talks-0/driving-revenue-by-getting-your-data-outside-your-company2024-01-12https://aicouncil.com/talks26/look-ma-no-data-warehouse2026-03-09https://aicouncil.com/talks-0/a-new-science-of-cities-high-resolution-of-economic-complexity-at-the-urban-scale2022-04-29https://aicouncil.com/speakers/paul-logan2025-12-02https://aicouncil.com/talks26/combating-ai-bias-at-scale2026-03-09https://aicouncil.com/speaker/hudi-near-real-rime-spark-pipelines-at-petabyte-scale2021-11-03https://aicouncil.com/talks25/ai-needs-a-new-kind-of-oltp-lakebase-serverless-postgres-in-the-agent-era2026-03-14https://aicouncil.com/speaker-bio/claudia-perlich2019-02-25https://aicouncil.com/talks-0/beyond-the-ai-pilot-a-framework-for-building-systems-that-actually-deliver2026-03-31https://aicouncil.com/talks-0/data-architecture-101-for-your-business2022-04-29https://aicouncil.com/speakers-archive/john-dickerson2026-03-27https://aicouncil.com/speakers/brunno-attorre2025-12-02https://aicouncil.com/talks24/build-reliable-voice-agents-with-durable-execution2026-03-27https://aicouncil.com/speakers/colin-nichols2025-12-02https://aicouncil.com/talks26/testing-for-bias-in-production-ml-services2026-03-09https://aicouncil.com/talks24/data-science-in-the-enterprise2024-01-16https://aicouncil.com/speakers/soheil-koushan2025-12-02https://aicouncil.com/speakers/pranav-aurora2025-12-02https://aicouncil.com/speakers-archive/elliot-chow2019-12-06https://aicouncil.com/talks/cloud-based-practices-for-effective-data-science-at-scale2024-01-03https://aicouncil.com/talks26/kafka-meets-scale2026-03-09https://aicouncil.com/fast-effective-natural-language-understandinghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Mike%20Conover.pngMikeConoverMikeConover2018-06-25https://aicouncil.com/speaker-bio/connor-mcarthur2019-02-25https://aicouncil.com/talks/building-a-1500-class-listing-categorizer-from-implicit-user-feedback2024-01-03https://aicouncil.com/speakers/gregory-larson2025-12-02https://aicouncil.com/speakers-archive/ruben-kogel2019-12-06https://aicouncil.com/talks/building-highly-reliable-data-pipelines-at-datadog2024-01-03https://aicouncil.com/talks-0/swimming-in-the-data-river-or-when-streaming-analytics-isnt2022-04-29https://aicouncil.com/speakers-archive/mark-mcquade2026-03-14https://aicouncil.com/talks-0/the-next-big-opportunities-in-data-infrastructure2022-04-29https://aicouncil.com/talks25/designing-for-life-or-death-building-data-products-for-biopharma-operations-with-fathom2025-11-30https://aicouncil.com/talks-archive/transfer-learning-in-nlp-how-to-help-small-teams-account-for-small-datasets2019-07-31https://aicouncil.com/austinhttps://www.datacouncil.ai/hubfs/Wesley%20F.pngWesleyFWesleyFhttps://www.datacouncil.ai/hubfs/Katie%20Bauer%20.jpegKatieBauerKatieBauerhttps://www.datacouncil.ai/hubfs/Materialize.pngMaterializeMaterializehttps://www.datacouncil.ai/hubfs/Matthew_Topol_Meltano.jpgMatthewTopolMeltanoMatthewTopolMeltanohttps://www.datacouncil.ai/hubfs/databricks-1.pngdatabricks1databricks1https://www.datacouncil.ai/hubfs/Aaron%20Richter%20Squarespace.pngAaronRichterSquarespaceAaronRichterSquarespacehttps://www.datacouncil.ai/hubfs/ShirshankaDas%20(1).jpegShirshankaDas1ShirshankaDas1https://www.datacouncil.ai/hubfs/data%20mesh.pngdatameshdatameshhttps://www.datacouncil.ai/hubfs/Statsig.pngStatsigStatsighttps://www.datacouncil.ai/hubfs/Zander_Matheson.jpgZanderMathesonZanderMathesonhttps://www.datacouncil.ai/hubfs/Kyle%20Eaton.jpegKyleEatonKyleEatonhttps://www.datacouncil.ai/hubfs/Ivan%20Aguilar%20.jpegIvanAguilarIvanAguilarhttps://www.datacouncil.ai/hubfs/dagster-1.pngdagster1dagster1https://www.datacouncil.ai/hubfs/Monte%20Carlo.pngMonteCarloMonteCarlohttps://www.datacouncil.ai/hubfs/Anaconda.pngAnacondaAnacondahttps://www.datacouncil.ai/hubfs/Matthew_Housley.jpgMatthewHousleyMatthewHousleyhttps://www.datacouncil.ai/hubfs/Pavel-Tiunov_Cube.pngPavelTiunovCubePavelTiunovCubehttps://www.datacouncil.ai/hubfs/Unscript-1.pngUnscript1Unscript1https://www.datacouncil.ai/hubfs/Abhi%20Sivasailam%20%20.jpegAbhiSivasailamAbhiSivasailamhttps://www.datacouncil.ai/hubfs/Yupeng_Fu_Uber.jpgYupengFuUberYupengFuUberhttps://www.datacouncil.ai/hubfs/Dan_Selans.jpgDanSelansDanSelanshttps://www.datacouncil.ai/hubfs/Frame%202-1.pngFrame21Frame21https://www.datacouncil.ai/hubfs/Starburst-new.pngStarburstnewStarburstnewhttps://www.datacouncil.ai/hubfs/Mady_Mantha.jpgMadyManthaMadyManthahttps://www.datacouncil.ai/hubfs/1606318706211.jpg16063187062111606318706211https://www.datacouncil.ai/hubfs/Ayush%20Patel%20Censius.pngAyushPatelCensiusAyushPatelCensiushttps://www.datacouncil.ai/hubfs/Hasura.pngHasuraHasurahttps://www.datacouncil.ai/hubfs/Gunnar%20Morling.jpegGunnarMorlingGunnarMorlinghttps://www.datacouncil.ai/hubfs/Jeff_Chou_Sync.jpegJeffChouSyncJeffChouSynchttps://www.datacouncil.ai/hubfs/Gregory%20Larson.jpegGregoryLarsonGregoryLarsonhttps://www.datacouncil.ai/hubfs/lakeFS.pnglakeFSlakeFShttps://www.datacouncil.ai/hubfs/aicouncil-light.svgaicouncillightaicouncillighthttps://www.datacouncil.ai/hubfs/Frank_McSherry%20(1).jpgFrankMcSherry1FrankMcSherry1https://www.datacouncil.ai/hubfs/AU23%20Speakers%20(batch1).jpgAU23Speakersbatch1AU23Speakersbatch1https://www.datacouncil.ai/hubfs/Emily%20Curtin%20Mailchimp.pngEmilyCurtinMailchimpEmilyCurtinMailchimphttps://www.datacouncil.ai/hubfs/Eric%20Jones_Databand.jpegEricJonesDatabandEricJonesDatabandhttps://www.datacouncil.ai/hubfs/Emma_Tang.jpegEmmaTangEmmaTanghttps://www.datacouncil.ai/hubfs/Fedor_Zhdanov.jpegFedorZhdanovFedorZhdanovhttps://www.datacouncil.ai/hubfs/Matt%20Forrest.jpegMattForrestMattForresthttps://www.datacouncil.ai/hubfs/Acryl.pngAcrylAcrylhttps://www.datacouncil.ai/hubfs/Gaurav%20Rao%20AtScale.pngGauravRaoAtScaleGauravRaoAtScalehttps://www.datacouncil.ai/hubfs/Leigh_Marie_Braswell.jpegLeighMarieBraswellLeighMarieBraswellhttps://www.datacouncil.ai/hubfs/AU23%20Speakers.jpgAU23SpeakersAU23Speakershttps://www.datacouncil.ai/hubfs/Niall%20Woodward%20%20.jpegNiallWoodwardNiallWoodwardhttps://www.datacouncil.ai/hubfs/Julian%20Hyde%20Apache.pngJulianHydeApacheJulianHydeApachehttps://www.datacouncil.ai/hubfs/Jules%20S.%20Damji%20.jpegJulesSDamjiJulesSDamjihttps://www.datacouncil.ai/hubfs/90%20speakers.svg90speakers90speakershttps://www.datacouncil.ai/hubfs/Chad%20Sanderson.jpegChadSandersonChadSandersonhttps://www.datacouncil.ai/hubfs/Matt_Fuller_Starburst.pngMattFullerStarburstMattFullerStarbursthttps://www.datacouncil.ai/hubfs/Bit%20io.pngBitioBitiohttps://www.datacouncil.ai/hubfs/Ian%20Schweer%20Riot_Games.pngIanSchweerRiotGamesIanSchweerRiotGameshttps://www.datacouncil.ai/hubfs/Peter%20Lenz.jpegPeterLenzPeterLenzhttps://www.datacouncil.ai/hubfs/Continual-1.pngContinual1Continual1https://www.datacouncil.ai/hubfs/Vinodhini%20Sivakami%20Duraisamy.jpegVinodhiniSivakamiDuraisamyVinodhiniSivakamiDuraisamyhttps://www.datacouncil.ai/hubfs/Katrina%20Riehl%20NUMFOCUS.pngKatrinaRiehlNUMFOCUSKatrinaRiehlNUMFOCUShttps://www.datacouncil.ai/hubfs/Noelle%20Saldana.pngNoelleSaldanaNoelleSaldanahttps://www.datacouncil.ai/hubfs/Mikiko%20Bazeley_Featureforum.jpegMikikoBazeleyFeatureforumMikikoBazeleyFeatureforumhttps://www.datacouncil.ai/hubfs/Margi_Dubal_Freewheel%20(1).jpgMargiDubalFreewheel1MargiDubalFreewheel1https://www.datacouncil.ai/hubfs/Julien%20LeDem%20Astronomer-1-1.pngJulienLeDemAstronomer11JulienLeDemAstronomer11https://www.datacouncil.ai/hubfs/Cube.pngCubeCubehttps://www.datacouncil.ai/hubfs/pete.pngpetepetehttps://www.datacouncil.ai/hubfs/10-Data%20Council-Austin-1.png10DataCouncilAustin110DataCouncilAustin1https://www.datacouncil.ai/hubfs/AU23%20Speakers%20(batch1)-1.pngAU23Speakersbatch11AU23Speakersbatch11https://www.datacouncil.ai/hubfs/Rick%20S.jpgRickSRickShttps://www.datacouncil.ai/hubfs/Timothy%20Chan.webpTimothyChanTimothyChanhttps://www.datacouncil.ai/hubfs/Julia%20Schottenstein.jpegJuliaSchottensteinJuliaSchottensteinhttps://www.datacouncil.ai/hubfs/Alec%20Bialosky.jpegAlecBialoskyAlecBialoskyhttps://www.datacouncil.ai/hubfs/Kurt_Steckel_Census.jpegKurtSteckelCensusKurtSteckelCensushttps://www.datacouncil.ai/hubfs/Jordan%20Tigani.jpgJordanTiganiJordanTiganihttps://www.datacouncil.ai/hubfs/Felipe_Hoffa_Snowflake.jpegFelipeHoffaSnowflakeFelipeHoffaSnowflakehttps://www.datacouncil.ai/hubfs/Data%20Council/Speakers/Web%20Optimized/BCN19/Portraits/TIMO%20WALTHER.jpgTIMOWALTHERTIMOWALTHERhttps://www.datacouncil.ai/hubfs/idan_gazit.jpgidangazitidangazithttps://www.datacouncil.ai/hubfs/privacy%20dynamics-1.pngprivacydynamics1privacydynamics1https://www.datacouncil.ai/hubfs/Data%20Council%20Austin-23-1.pngDataCouncilAustin231DataCouncilAustin231https://www.datacouncil.ai/hubfs/Dennis_Hume_Materialize.pngDennisHumeMaterializeDennisHumeMaterializehttps://www.datacouncil.ai/hubfs/Robert%20Yin.pngRobertYinRobertYinhttps://www.datacouncil.ai/hubfs/Sarah%20Nagy%20Seek.pngSarahNagySeekSarahNagySeekhttps://www.datacouncil.ai/hubfs/07-Data%20Council-Austin.png07DataCouncilAustin07DataCouncilAustinhttps://www.datacouncil.ai/hubfs/Drew%20Banin.jpegDrewBaninDrewBaninhttps://www.datacouncil.ai/hubfs/Select%20Star-1.pngSelectStar1SelectStar1https://www.datacouncil.ai/hubfs/06-Data%20Council-Austin.png06DataCouncilAustin06DataCouncilAustinhttps://www.datacouncil.ai/hubfs/Tom%20Nats_Starburst.pngTomNatsStarburstTomNatsStarbursthttps://www.datacouncil.ai/hubfs/DJ%20Patil.pngDJPatilDJPatilhttps://www.datacouncil.ai/hubfs/Maddie%20Schults.jpegMaddieSchultsMaddieSchultshttps://www.datacouncil.ai/hubfs/Nan_Ding_Uber.jpgNanDingUberNanDingUberhttps://www.datacouncil.ai/hubfs/Erik_Bernhardsson.jpgErikBernhardssonErikBernhardssonhttps://www.datacouncil.ai/hubfs/Kartik_Nagappa_Sync.pngKartikNagappaSyncKartikNagappaSynchttps://www.datacouncil.ai/hubfs/Icon.svgIconIconhttps://www.datacouncil.ai/hubfs/DeVaris%20Brown%20Meroxa.pngDeVarisBrownMeroxaDeVarisBrownMeroxahttps://www.datacouncil.ai/hubfs/Zack_Klein-1.pngZackKlein1ZackKlein1https://www.datacouncil.ai/hubfs/Yaniv.jpegYanivYanivhttps://www.datacouncil.ai/hubfs/decodable-1.pngdecodable1decodable1https://www.datacouncil.ai/hubfs/HEX.pngHEXHEXhttps://www.datacouncil.ai/hubfs/tino_photo_3f56eefa30.webptinophoto3f56eefa30tinophoto3f56eefa30https://www.datacouncil.ai/hubfs/3%20Days.svg3Days3Dayshttps://www.datacouncil.ai/hubfs/06-Data%20Council-Austin-2.png06DataCouncilAustin206DataCouncilAustin2https://www.datacouncil.ai/hubfs/02-Data%20Council-Austin.png02DataCouncilAustin02DataCouncilAustinhttps://www.datacouncil.ai/hubfs/Alex_Merced_Dremio.jpgAlexMercedDremioAlexMercedDremiohttps://www.datacouncil.ai/hubfs/Databand-1.pngDataband1Databand1https://www.datacouncil.ai/hubfs/One%20House.pngOneHouseOneHousehttps://www.datacouncil.ai/hubfs/Teal-3DCube-Small@2x.pngTeal3DCubeSmall2xTeal3DCubeSmall2xhttps://www.datacouncil.ai/hubfs/Nile%20Wilson.jpegNileWilsonNileWilsonhttps://www.datacouncil.ai/hubfs/Erik%20Edelmann_Hightouch.pngErikEdelmannHightouchErikEdelmannHightouchhttps://www.datacouncil.ai/hubfs/Carto.pngCartoCartohttps://www.datacouncil.ai/hubfs/Meredith%20Alder_Hightouch.pngMeredithAlderHightouchMeredithAlderHightouchhttps://www.datacouncil.ai/hubfs/Pardis%20N.jpegPardisNPardisNhttps://www.datacouncil.ai/hubfs/Shir%20Chorev%20deepchecks.pngShirChorevdeepchecksShirChorevdeepcheckshttps://www.datacouncil.ai/hubfs/Ahmed_Elsamadisi.jpgAhmedElsamadisiAhmedElsamadisihttps://www.datacouncil.ai/hubfs/04-Data%20Council-Austin.png04DataCouncilAustin04DataCouncilAustinhttps://www.datacouncil.ai/hubfs/upsolver.pngupsolverupsolverhttps://www.datacouncil.ai/hubfs/george%20insight.jpeggeorgeinsightgeorgeinsighthttps://www.datacouncil.ai/hubfs/slack_profile_pic-1.pngslackprofilepic1slackprofilepic1https://www.datacouncil.ai/hubfs/Hightouch.pngHightouchHightouchhttps://www.datacouncil.ai/hubfs/800%20attendees.svg800attendees800attendeeshttps://www.datacouncil.ai/hubfs/D.%20Sivakumar.jpegDSivakumarDSivakumarhttps://www.datacouncil.ai/hubfs/Max%20Canseco.jpegMaxCansecoMaxCansecohttps://www.datacouncil.ai/hubfs/Census-1.pngCensus1Census1https://www.datacouncil.ai/hubfs/Ben_Rogojan_SeattleDataGuy.jpegBenRogojanSeattleDataGuyBenRogojanSeattleDataGuyhttps://www.datacouncil.ai/hubfs/austin-details-placeholder.pngaustindetailsplaceholderaustindetailsplaceholderhttps://www.datacouncil.ai/hubfs/David_Wilson.jpegDavidWilsonDavidWilsonhttps://www.datacouncil.ai/hubfs/Y42.pngY42Y42https://www.datacouncil.ai/hubfs/Dan%20Eisenberg%20.jpegDanEisenbergDanEisenberghttps://www.datacouncil.ai/hubfs/snowflake-2.pngsnowflake2snowflake2https://www.datacouncil.ai/hubfs/Event%20Store.pngEventStoreEventStorehttps://www.datacouncil.ai/hubfs/Ahmad_Khan_Snowflake.pngAhmadKhanSnowflakeAhmadKhanSnowflakehttps://www.datacouncil.ai/hubfs/redis.pngredisredishttps://www.datacouncil.ai/hubfs/01-Data%20Council-Austin.png01DataCouncilAustin01DataCouncilAustinhttps://www.datacouncil.ai/hubfs/Maggie-1.pngMaggie1Maggie1https://www.datacouncil.ai/hubfs/Ian%20Whitestone.pngIanWhitestoneIanWhitestonehttps://www.datacouncil.ai/hubfs/Tristan%20Zajonc%20%20.jpegTristanZajoncTristanZajonchttps://www.datacouncil.ai/hubfs/Elijah%20Izzy%20-%20DAGworks.webpElijahIzzyDAGworksElijahIzzyDAGworkshttps://www.datacouncil.ai/hubfs/Taylor%20Murphy.pngTaylorMurphyTaylorMurphyhttps://www.datacouncil.ai/hubfs/Ron%20Green.jpegRonGreenRonGreenhttps://www.datacouncil.ai/hubfs/Aaron_Wroblewski.jpgAaronWroblewskiAaronWroblewskihttps://www.datacouncil.ai/hubfs/Sophia%20Yang.jpegSophiaYangSophiaYanghttps://www.datacouncil.ai/hubfs/Mateo%20Garc%C3%ADa%20Pepin%2c%20PhD.jpegMateoGarcíaPepinPhDMateoGarcíaPepinPhDhttps://www.datacouncil.ai/hubfs/Dremio.pngDremioDremiohttps://www.datacouncil.ai/hubfs/03-Data%20Council-Austin.png03DataCouncilAustin03DataCouncilAustinhttps://www.datacouncil.ai/hubfs/Kyle%20Kirwan.jpegKyleKirwanKyleKirwanhttps://www.datacouncil.ai/hubfs/Katie%20Hindson.jpegKatieHindsonKatieHindsonhttps://www.datacouncil.ai/hubfs/Prateek.Chawla_MonteCarlo.pngPrateekChawlaMonteCarloPrateekChawlaMonteCarlohttps://www.datacouncil.ai/hubfs/00-Data%20Council-Austin.png00DataCouncilAustin00DataCouncilAustinhttps://www.datacouncil.ai/hubfs/09-Data%20Council-Austin-2.png09DataCouncilAustin209DataCouncilAustin2https://www.datacouncil.ai/hubfs/Sync.pngSyncSynchttps://www.datacouncil.ai/hubfs/Dean%20Pleban.jpegDeanPlebanDeanPlebanhttps://www.datacouncil.ai/hubfs/datafold.pngdatafolddatafoldhttps://www.datacouncil.ai/hubfs/Lloyd-Tabb.jpegLloydTabbLloydTabbhttps://www.datacouncil.ai/hubfs/Alice_Leach.jpegAliceLeachAliceLeachhttps://www.datacouncil.ai/hubfs/Antoni%20Baum.jpegAntoniBaumAntoniBaumhttps://www.datacouncil.ai/hubfs/Daniel_Myers_Snowflake.jpegDanielMyersSnowflakeDanielMyersSnowflakehttps://www.datacouncil.ai/hubfs/Hamel%20H.jpegHamelHHamelHhttps://www.datacouncil.ai/hubfs/Lauren%20Sequoia.jpegLaurenSequoiaLaurenSequoiahttps://www.datacouncil.ai/hubfs/05-Data%20Council-Austin.png05DataCouncilAustin05DataCouncilAustinhttps://www.datacouncil.ai/hubfs/Curtis%20Northcutt.jpegCurtisNorthcuttCurtisNorthcutthttps://www.datacouncil.ai/hubfs/Thomas%20Mickley-Doyle_Vercel.pngThomasMickleyDoyleVercelThomasMickleyDoyleVercelhttps://www.datacouncil.ai/hubfs/Delta%20Lake.pngDeltaLakeDeltaLakehttps://www.datacouncil.ai/hubfs/Pedram.jpgPedramPedramhttps://www.datacouncil.ai/hubfs/rudderstack-1.pngrudderstack1rudderstack1https://www.datacouncil.ai/hubfs/Greg%20Johnson.jpegGregJohnsonGregJohnsonhttps://www.datacouncil.ai/hubfs/Paul_Logan_Acryl.jpegPaulLoganAcrylPaulLoganAcrylhttps://www.datacouncil.ai/hubfs/Data%20Stack%20Show.pngDataStackShowDataStackShow2024-07-10https://aicouncil.com/talks24/patterns-for-enriching-unbounded-data-using-apache-beam2024-01-16https://aicouncil.com/talks/data-processing-with-apache-beam-towards-portability-and-beyond2024-01-03https://aicouncil.com/profile/vino-duraisamy2023-03-13https://aicouncil.com/talks26/bridging-functions-and-functionality-how-stitch-fix-empowers-data-scientists-to-do-more-by-doing-less2026-03-09https://aicouncil.com/talks24/data-lineage-with-apache-airflow-using-openlineage2024-01-16https://aicouncil.com/talks-archive/move-fast-and-dont-break-things-how-to-build-a-data-platform-that-scales-with-your-organization2024-02-08https://aicouncil.com/profile/joseph-gonzalez2019-03-14https://aicouncil.com/talks24/the-modern-database-debate-postgresql-and-mongodb2025-03-05https://aicouncil.com/talks/beyond-linear-notebooks-implementing-reactivity-with-ipython2024-01-03https://aicouncil.com/speakers/peter-wang2025-12-02https://aicouncil.com/talks26/argo-kubernetes-native-workflows-and-pipelines2026-03-09https://aicouncil.com/speakers/chris-wiggins2025-12-02https://aicouncil.com/speaker-bio/kelley-rivoire2019-02-25https://aicouncil.com/speakers/christopher-wilkins2025-12-02https://aicouncil.com/speakers-archive/maddie-schults2023-01-13https://aicouncil.com/talks/introducing-data-downtime-from-firefighting-to-winning2024-01-03https://aicouncil.com/blog/orchesthttps://www.datacouncil.ai/hubfs/OS%20project%20featured%20image%20Jan%202021.jpegOSprojectfeaturedimageJan2021OSprojectfeaturedimageJan2021https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12021-01-07https://aicouncil.com/speaker-bio/fangjin-yang2019-02-25https://aicouncil.com/profile/jerome-nilmeier2019-03-14https://aicouncil.com/talks/scalability-but-at-what-cost2024-01-03https://aicouncil.com/speakers/kyle-kirwan2025-12-02https://aicouncil.com/speakers/genevieve-smith2025-12-02https://aicouncil.com/talks/using-r-in-a-mid-sized-data-analysis-scenario2024-01-03https://aicouncil.com/talks25/a-data-engineering-approach-to-solving-problems2025-11-30https://aicouncil.com/speakers-archive/john-urbanik2019-12-06https://aicouncil.com/talks24/designing-for-life-or-death-building-data-products-for-biopharma-operations-with-fathom2024-01-16https://aicouncil.com/talks-archive/industrial-applications-of-ai2019-10-02https://aicouncil.com/speakers/caitlin-hudon2025-12-02https://aicouncil.com/speakers/edo-liberty2025-12-02https://aicouncil.com/profile/george-mathew2023-03-28https://aicouncil.com/profile/albert-franzi-cros2019-03-14https://aicouncil.com/talks/patterns-for-enriching-unbounded-data-using-apache-beam2024-01-03https://aicouncil.com/talks-archive/build-ai-apps-with-llama-2-in-10-minutes-with-snowflake-cortex2023-12-19https://aicouncil.com/speakers-archive/parham-parvizi2025-03-17https://aicouncil.com/talks26/practical-solutions-for-annoying-machine-learning-problems2026-03-09https://aicouncil.com/talks25/ml-platforms-sf202025-11-30https://aicouncil.com/talks26/failure-is-a-funnel2026-03-09https://aicouncil.com/profile/christopher-wilkins2019-03-14https://aicouncil.com/talks24/bringing-accuracy-and-predictability-to-softwares-most-intractable-problem-forecasting-development-timelines-and-on-time-delivery2024-01-16https://aicouncil.com/speaker/building-a-recursive-bigquery-mapper2021-11-03https://aicouncil.com/talks-0/building-reliable-agentic-ai-systems2025-02-10https://aicouncil.com/speakers/sumedh-pathak2025-12-02https://aicouncil.com/talks26/the-future-of-guardrails2026-03-09https://aicouncil.com/profile/durgam-vahia2019-04-01https://aicouncil.com/talks/using-apache-arrow-calcite-and-parquet-to-build-a-relational-cache2024-01-03https://aicouncil.com/talks/track-host-data-organizations-ethics2024-01-03https://aicouncil.com/talks/creating-our-own-kubernetes-and-docker-to-run-our-data-infrastructure2024-01-03https://aicouncil.com/talks-0/typesafe-ai2026-03-31https://aicouncil.com/talks-archive/building-explainable-ai2019-07-31https://aicouncil.com/talks25/building-a-recursive-bigquery-mapper2025-11-30https://aicouncil.com/talks-archive/knowledge-engineering2026-03-14https://aicouncil.com/talks-0/unified-streambatch-execution-with-ibis2024-01-29https://aicouncil.com/talks-0/embedding-olap-everywhere-lessons-from-okta2025-02-10https://aicouncil.com/talks26/building-a-data-foundation-for-multimodal-foundation-models2026-03-09https://aicouncil.com/speakers/sharon-zhou2025-12-02https://aicouncil.com/talks25/driving-revenue-by-getting-your-data-outside-your-company2025-11-30https://aicouncil.com/talks24/sid-anand-committee-member-track-host2024-01-16https://aicouncil.com/talks-0/emmanuel-ameisen-talk2024-01-26https://aicouncil.com/talks/beyond-50000-partitions-how-heroku-pushes-the-limits-of-kafka-at-scale2024-01-03https://aicouncil.com/speakers/polong-lin2025-12-02https://aicouncil.com/talks/what-every-data-scientist-needs-to-know-about-gpus2025-02-10https://aicouncil.com/talks-archive/reducing-student-loans-with-bot-powered-humans2019-07-31https://aicouncil.com/talks/evolving-ai-laws-and-the-imperative-to-build-safe-compliant-and-risk-proof-ai2024-01-03https://aicouncil.com/talks-archive/scaling-uber-metric-system-from-elasticsearch-to-pinot2023-02-14https://aicouncil.com/talks-0/the-software-architecture-of-wayups-job-recommender-system2022-04-29https://aicouncil.com/talks26/mozilla-ai2026-03-31https://aicouncil.com/talks26/automating-modeling-pipelines2026-03-09https://aicouncil.com/talks26/compound-ai-systems-for-modern-application-development2026-03-09https://aicouncil.com/talks26/introducing-pixeltable-open-source-data-infrastructure-for-multimodal-ai2026-03-09https://aicouncil.com/profile/matthew-topol2023-01-31https://aicouncil.com/speakers/vishnu-vasanth2025-12-02https://aicouncil.com/talks-archive/how-to-end-the-long-tail-of-most-data-requests2023-01-31https://aicouncil.com/speaker-bio/72830964732019-02-25https://aicouncil.com/speakers-archive/steffen-peter2019-12-06https://aicouncil.com/profile/max-beauchemin2019-03-14https://aicouncil.com/talks25/data-contracts-accountable-data-quality2025-11-30https://aicouncil.com/talks-0/hindsight-bias-how-to-deal-with-label-leakage-at-scale2022-04-29https://aicouncil.com/profile/sharon-elkayam2023-01-21https://aicouncil.com/speakers-archive/elias-bareinboim2019-12-06https://aicouncil.com/profile/julian-hyde2019-03-14https://aicouncil.com/talks/track-host-data-analytics2024-01-03https://aicouncil.com/talks24/data-at-startups-panel-singapore-20192024-01-16https://aicouncil.com/talks-archive/taming-the-deep-learning-workflow2019-07-31https://aicouncil.com/speakers/mark-weiss2025-12-02https://aicouncil.com/talks24/build-trustworthy-llm-apps-powered-by-agentic-evals2026-02-18https://aicouncil.com/speakers-archive/brunno-attorre2019-12-06https://aicouncil.com/talks26/scaling-genai-agentic-workflows-for-practical-solutions-with-zerve2026-03-09https://aicouncil.com/talks/how-to-optimize-apache-spark-cloud-clusters-for-cost-and-runtime-goals-with-sync-computing2024-01-03https://aicouncil.com/speakers/kaushik-iska2026-02-25https://aicouncil.com/talks24/stream-processing-beyond-streaming-data2024-01-16https://aicouncil.com/talks-archive/shredding-and-embedding-pdfs-for-fun-and-profit2024-01-04https://aicouncil.com/talks/ai-attribution-measuring-what-ai-actually-did2026-03-14https://aicouncil.com/talks/why-it-takes-billions-navigating-the-ai-landscape-with-openai-google-nvidia-and-everyone-else-with-billions-to-spare2024-03-01https://aicouncil.com/talks25/dj-patil-keynote2025-11-30https://aicouncil.com/talks-0/how-to-teach-an-old-dog-new-tricks-modernizing-a-business-with-data-products2022-04-29https://aicouncil.com/speakers-archive/simon-eskildsen2024-03-26https://aicouncil.com/talks-0/building-a-feature-platform-to-scale-machine-learning2022-04-29https://aicouncil.com/speaker/peloton-the-self-driving-database-management-system2021-11-03https://aicouncil.com/talks25/govern-your-data-clients-the-right-way-to-scale2025-11-30https://aicouncil.com/talks26/engineering-earths-largest-biological-data-pipeline2026-03-09https://aicouncil.com/speakers-archive/antoni-baum2023-01-31https://aicouncil.com/profile/jonathan-jin2025-01-21https://aicouncil.com/profilehttps://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Images/Speakers%20Black%20and%20White/Compressed/reza.pngrezarezahttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2019-03-14https://aicouncil.com/talks26/beyond-spark-rdds-dataframes-datasets-for-mixing-functional-relational-code2026-03-09https://aicouncil.com/talks26/analyzing-data-in-the-cloud-is-true-privacy-and-security-possible2026-03-09https://aicouncil.com/talks25/leveling-up-in-your-career-as-a-data-scientist-engineer2025-11-30https://aicouncil.com/talks-0/working-outside-the-box-the-journey-to-figjam-ai2024-03-01https://aicouncil.com/profile/daniel-olmedilla2024-01-26https://aicouncil.com/talks24/scaling-data-reliably-a-journey-in-growing-through-data-pain-points2024-01-26https://aicouncil.com/talks-archive/building-reliable-agentic-ai-systems2025-02-10https://aicouncil.com/talks-0/i-have-a-bone-to-pick-with-feature-stores2022-04-29https://aicouncil.com/talks-archive/fiddler-an-explainable-ai-engine2019-07-31https://aicouncil.com/talks26/enabling-data-centric-solutions-through-modern-schema-management2026-03-09https://aicouncil.com/talks26/why-when-how-lessons-learned-in-applying-deep-learning-to-real-world-problems2026-03-09https://aicouncil.com/talks-archive/keynote-data-meets-intelligence-where-the-data-infra-ai-stack-converge2025-03-31https://aicouncil.com/talks-archive/building-an-llm-powered-analytics-slack-bot-at-twitch2025-02-10https://aicouncil.com/speaker-bio/marlene-guraieb2019-02-25https://aicouncil.com/talks26/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet2026-03-09https://aicouncil.com/profile/tony-jebara2019-03-14https://aicouncil.com/blog/open-source-software-wins-2k-in-lieu-of-conference-swaghttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-03-21https://aicouncil.com/talks-0/michelangelo-gallery-scalable-machine-learning-model-management-at-uber2022-04-29https://aicouncil.com/talks-archive/improving-the-airline-boarding-process-through-deep-learning2019-09-20https://aicouncil.com/speaker/notebooks-as-functions-with-papermill2021-11-03https://aicouncil.com/profile/paul-dix2019-03-14https://aicouncil.com/speakers/binu-mathew2025-12-02https://aicouncil.com/talks-0/the-power-of-low-latency-data-for-ai-apps2025-03-25https://aicouncil.com/talks26/building-a-flexible-data-platform-for-llm-training-data2026-03-09https://aicouncil.com/talks-0/building-an-llm-powered-analytics-slack-bot-at-twitch2025-02-10https://aicouncil.com/vc-panelhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/VC%20Panel/Leo%20Polovets.pngLeoPolovetsLeoPolovetshttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/VC%20Panel/Lisha%20Li.pngLishaLiLishaLihttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/VC%20Panel/Jonathan%20Heiliger.pngJonathanHeiligerJonathanHeiligerhttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/NYC17%20Speakers/evan.pngevanevanhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-07-05https://aicouncil.com/speaker/building-explainable-ai2021-11-03https://aicouncil.com/talks-archive/creating-an-extensible-big-data-platform2019-07-31https://aicouncil.com/talks/three-tips-for-better-predictive-modeling2024-01-03https://aicouncil.com/talks-0/its-the-data-stupid2022-04-29https://aicouncil.com/speakers/gaurav-rao2025-12-02https://aicouncil.com/speakers/neil-movva2026-03-01https://aicouncil.com/talks24/make-vibe-coding-safe-how-to-test-with-playwright2026-02-18https://aicouncil.com/talks24/liberate-analytical-data-management-with-duckdb2025-02-10https://aicouncil.com/profile/mohammed-ridwanul2019-11-01https://aicouncil.com/contacthttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-11-09https://aicouncil.com/talks-0/evolving-ai-laws-and-the-imperative-to-build-safe-compliant-and-risk-proof-ai2023-01-13https://aicouncil.com/speakers-archive/santi-segui2019-12-06https://aicouncil.com/talks-archive/from-concurrency-control-to-concurrent-scheduling2025-04-15https://aicouncil.com/speakers/wesley-faulkner2025-12-02https://aicouncil.com/talks26/data-access-for-data-science2026-03-09https://aicouncil.com/talks25/driving-in-dataland2025-11-30https://aicouncil.com/talks-0/powering-ubers-global-network-analytics-pipelines-in-near-real-time-with-hudi-delta-streamer-ethan-guo-yihua2022-04-29https://aicouncil.com/talks-0/ai-launchpad-2025-topk2025-03-18https://aicouncil.com/talks24/the-dirty-little-secret-of-enterprise-data2024-01-16https://aicouncil.com/dead-simple-ab-testing-at-massive-scale-with-scala-and-sparkhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Sean%20Quigley.pngSeanQuigleySeanQuigleyhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-05-21https://aicouncil.com/talks25/online-learning-of-website-embeddings-for-accurate-prediction-of-user-behavior-even-when-data-are-scarce2025-11-30https://aicouncil.com/talks-archive/michelangelo-gallery-scalable-machine-learning-model-management-at-uber2020-02-06https://aicouncil.com/profile/rick-saporta2023-02-02https://aicouncil.com/talks25/python-data-wrangling-preparing-for-the-future2025-11-30https://aicouncil.com/speakers/zineb-laraki2025-12-02https://aicouncil.com/talks26/humanizing-data-architecture-how-design-thinking-transforms-data-strategy2026-03-09https://aicouncil.com/talks25/causal-data-science2025-11-30https://aicouncil.com/speaker/you-wont-believe-how-we-optimize-our-headlines2021-11-03https://aicouncil.com/talks25/deploying-data-science-for-distribution-of-the-new-york-times2025-11-30https://aicouncil.com/talks-0/streamlining-entry-into-streaming-analytics-with-jupyterhub-and-apache-flink2024-01-29https://aicouncil.com/profile/ciro-greco2025-01-13https://aicouncil.com/talks24/cloudquery-open-source-high-performance-cross-language-elt-framework-powered-by-apache-arrow2024-02-21https://aicouncil.com/talks26/how-to-build-a-streaming-database-in-three-challenging-steps2026-03-09https://aicouncil.com/technical-founders-panelhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/DataEngConf/NYC%2018/Speakers/Hossein%20Azari-min.pngHosseinAzariminHosseinAzariminhttps://www.datacouncil.ai/hubfs/Pete%20Soderling.pngPeteSoderlingPeteSoderlinghttps://www.datacouncil.ai/hubfs/DataEngConf/NYC%2018/Speakers/William%20Falcon-min.pngWilliamFalconminWilliamFalconminhttps://www.datacouncil.ai/hubfs/DataEngConf/NYC%2018/Speakers/Alp%20Kucukelbir-min.pngAlpKucukelbirminAlpKucukelbirminhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Investor%20Panel/Jocelyn_Goldfein_Zetta_Ventures_Partners_DataEngConf.pngJocelynGoldfeinZettaVenturesPartnersDataEngConfJocelynGoldfeinZettaVenturesPartnersDataEngConfhttps://www.datacouncil.ai/hubfs/DataEngConf/avatar-placeholder.pngavatarplaceholderavatarplaceholder2018-12-30https://aicouncil.com/speaker-bio/keiji-yoshida2019-02-25https://aicouncil.com/talks25/its-the-data-stupid2025-11-30https://aicouncil.com/talks24/oops-i-did-it-again-adapting-a-pop-music-identifier-to-find-syndicated-content-in-talk-radio2024-01-16https://aicouncil.com/profile/haytham-abuelfutuh2020-07-01https://aicouncil.com/talks24/move-fast-and-dont-break-things-how-to-build-a-data-platform-that-scales-with-your-organization2024-02-08https://aicouncil.com/talks-0/forecasting-airbnbs-marketplace-with-a-causal-graph2022-04-29https://aicouncil.com/talks/ml-platforms-sf202024-01-03https://aicouncil.com/speakers/tristan-zajonc2025-12-02https://aicouncil.com/speaker-bio/bin-fan2019-02-25https://aicouncil.com/talks/humanizing-data-architecture-how-design-thinking-transforms-data-strategy2025-02-10https://aicouncil.com/talks-0/from-silo-to-scale-how-data-infrastructures-evolved-to-bring-more-data-to-more-people2024-03-09https://aicouncil.com/talks26/how-to-make-fewer-bad-decisions-daragh-sibley2026-03-09https://aicouncil.com/speaker/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processing-snlp2021-11-03https://aicouncil.com/profile/samantha-lohier2024-02-08https://aicouncil.com/talks-archive/generative-ai-and-the-natural-language-interface-for-data2023-01-13https://aicouncil.com/speakers/jeiran-jahani2025-12-02https://aicouncil.com/talks-0/causal-data-science2022-04-29https://aicouncil.com/talks-archive/how-to-align-ai-capabilities-with-product-strategy-so-you-can-innovate2024-01-10https://aicouncil.com/speakers-archive/nikunj-handa2025-03-13https://aicouncil.com/talks-archive/ml-platforms-sf202020-01-13https://aicouncil.com/profile/will-goldstein2024-03-19https://aicouncil.com/speakers/ananth-packkildurai2025-12-02https://aicouncil.com/talks24/evolving-data-pipelines-at-scale2024-01-23https://aicouncil.com/talks24/building-21st-century-data-science-and-data-engineering-teams2024-01-16https://aicouncil.com/talks26/data-culture-as-a-product2026-03-09https://aicouncil.com/talks-archive/using-spatial-indexes-to-perform-geospatial-analytics-at-massive-scale2023-01-21https://aicouncil.com/speakers/bastien-boutonnet2025-12-02https://aicouncil.com/talks-0/statistical-and-computational-challenges-of-real-time-news-clustering2022-04-29https://aicouncil.com/talks26/building-an-ml-experimentation-platform-for-easy-reproducibility2026-03-09https://aicouncil.com/talks24/a-data-and-knowledge-driven-approach-for-mental-health-policy-making-at-world-health-organization2024-01-16https://aicouncil.com/talks-archive/data-architecture-101-for-your-business2019-07-31https://aicouncil.com/speakers/mark-etherington2025-12-02https://aicouncil.com/talks/data-engineering-is-not-software-engineering-until-it-is2025-02-14https://aicouncil.com/talks25/hindsight-bias-how-to-deal-with-label-leakage-at-scale2025-11-30https://aicouncil.com/talks25/5-lessons-from-the-classroom-for-evaluating-agents2026-03-14https://aicouncil.com/speakers-archive/andreas-mueller2019-12-06https://aicouncil.com/speakers-archive/ethan-brown2025-02-05https://aicouncil.com/profile/chenggang-wu2025-03-17https://aicouncil.com/a-multi-armed-bandit-framework-for-recommendations-at-netflixhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Jaya%20Kawale.pngJayaKawaleJayaKawalehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Elliot%20Chow.pngElliotChowElliotChow2018-05-30https://aicouncil.com/profile/eevamaija-virtanen2025-01-23https://aicouncil.com/talks26/hazardous-models-and-risk-mitigation-in-real-estate2026-03-09https://aicouncil.com/talks24/using-apache-arrow-calcite-and-parquet-to-build-a-relational-cache2024-01-16https://aicouncil.com/talks/blending-event-stream-processing-with-machine-learning-using-the-kafka-ecosystem2024-01-03https://aicouncil.com/talks24/data-architecture-101-for-your-business2024-01-16https://aicouncil.com/talks-archive/fast-reactions-planning-and-reasoning-quickly-with-llms2024-02-17https://aicouncil.com/talks26/messy-data-and-reluctant-users-the-trouble-with-healthcare-data2026-03-09https://aicouncil.com/speaker/automation-of-machine-learning-workflows-at-bbva2021-11-03https://aicouncil.com/speakers-archive/marta-paes2024-01-01https://aicouncil.com/talks/breaking-the-proof-of-concept-cycle-stop-prototyping-and-get-into-production2026-02-18https://aicouncil.com/speaker/how-spotify-distills-terabytes-of-raw-data-into-meaningful-music-recommendations2021-11-03https://aicouncil.com/talks/how-a-less-is-more-approach-stems-the-sprawl-of-security-data-and-makes-it-more-actionable2024-01-03https://aicouncil.com/speakers/jonathan-lenaghan2025-12-02https://aicouncil.com/talks24/effective-management-of-high-volume-numeric-data-with-histograms2024-01-16https://aicouncil.com/speaker-bio/andreas-markmann2019-02-25https://aicouncil.com/talks26/incident-management-for-data-people2026-03-09https://aicouncil.com/profile/piotr-migdal2025-03-18https://aicouncil.com/talks-0/hierarchical-forecasting-in-python2023-01-13https://aicouncil.com/speakers-archive/zhou-sun2025-03-18https://aicouncil.com/speakers/aaron-taylor2025-12-02https://aicouncil.com/talks-archive/measure-what-matters-measurement-strategies-for-the-mobile-age2019-07-31https://aicouncil.com/talks/building-data-orchestration-for-big-data-analytics-in-the-cloud2024-01-03https://aicouncil.com/talks/creating-a-competitive-advantage-in-the-age-of-intelligence-as-a-service2024-03-09https://aicouncil.com/profile/curtis-northcutt2023-01-31https://aicouncil.com/talks24/the-future-of-data-engineering-from-unstructured-to-structured-in-an-agentic-data-era2025-02-10https://aicouncil.com/talks24/the-statistics-of-dirty-data2024-01-16https://aicouncil.com/talks24/ai-launchpad-2025-mooncake-labs2025-03-18https://aicouncil.com/talks-0/a-label-free-world-current-state-of-unsupervised-deep-learning2022-04-29https://aicouncil.com/speakers-archive/sahaana-suri2019-12-06https://aicouncil.com/profile/vinoth-chandar2019-03-14https://aicouncil.com/talks25/how-to-create-a-shared-open-standard-for-data-quality2025-11-30https://aicouncil.com/talks-0/bias-variance-and-adaptive-products2022-04-29https://aicouncil.com/profile/erik-edelmann2023-01-20https://aicouncil.com/speakers/joshua-hendinata2025-12-02https://aicouncil.com/profile/jonathan-medwig2019-04-03https://aicouncil.com/speakers/ahmed-elsamadisi2025-12-02https://aicouncil.com/speakers/margaret-quigley2025-12-02https://aicouncil.com/talks-archive/cloud-data-warehouse-benchmark-redshift-vs-snowflake-vs-bigquery2019-07-31https://aicouncil.com/talks-0/latency-is-the-mind-killer-its-time-to-reimagine-data-interactions2023-03-21https://aicouncil.com/speakers-archive/haytham-abuelfutuh2020-07-01https://aicouncil.com/speaker/building-a-lean-ai-startup-lessons-learned2021-11-03https://aicouncil.com/speakers-archive/christopher-wilkins2019-12-06https://aicouncil.com/talks/data-security-and-privacy-in-the-age-of-machine-learning2024-01-03https://aicouncil.com/talks24/genai-and-datacomp-creating-the-largest-public-multimodal-dataset-in-academia2024-03-09https://aicouncil.com/talks25/7-habits-to-build-ethical-ai2025-11-30https://aicouncil.com/speakers-archive/felipe-hoffa2023-01-31https://aicouncil.com/talks-archive/parsing-of-diverse-healthcare-data2019-07-31https://aicouncil.com/talks-archive/automating-modeling-pipelines2019-07-31https://aicouncil.com/speakers/saurabh-bajaj2025-12-02https://aicouncil.com/speakers/francesca-lazzeri2025-12-02https://aicouncil.com/talks25/scaling-up-your-pandas-workflows-with-modin2025-11-30https://aicouncil.com/talks-archive/why-you-shouldnt-care-about-iceberg2021-12-09https://aicouncil.com/talks26/balancing-broad-data-access-with-usability-at-scale2026-03-09https://aicouncil.com/speakers-archive/paul-singman2022-02-24https://aicouncil.com/talks26/architecting-low-latency-schema-less-sql-engine2026-03-09https://aicouncil.com/talks-archive/oaks-open-agentic-knowledge-stack2025-03-31https://aicouncil.com/speakers/mohammed-ridwanul2025-12-02https://aicouncil.com/talks25/data-processing-with-apache-beam-towards-portability-and-beyond2025-11-30https://aicouncil.com/talks26/cloudquery-open-source-high-performance-cross-language-elt-framework-powered-by-apache-arrow2026-03-09https://aicouncil.com/talks-archive/taking-recommendation-to-the-masses2019-07-31https://aicouncil.com/beyond-50k-partitions-how-heroku-pushes-the-limits-of-kafka-at-scalehttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Jeff_Chao_Heroku_DataEngConf.pngJeffChaoHerokuDataEngConfJeffChaoHerokuDataEngConf2017-11-09https://aicouncil.com/careershttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/Data%20Council%20Startups-min.pngDataCouncilStartupsminDataCouncilStartupsmin2020-03-12https://aicouncil.com/speakers/natacha-crooks2025-12-02https://aicouncil.com/speakers-archive/zach-kulis2019-12-06https://aicouncil.com/speakers-archive/eric-novik2019-12-06https://aicouncil.com/speakers/julien-le-dem2025-12-02https://aicouncil.com/speakers-archive/hossein-azari2019-12-06https://aicouncil.com/talks25/this-app-ends-tantrums-how-ml-nlp-and-five-minutes-of-playtime-help-parents-caregivers-and-children-enjoy-life-together2025-11-30https://aicouncil.com/speakers-archive/eliot-knudsen2019-12-06https://aicouncil.com/speaker/data-science-in-the-enterprise2021-11-03https://aicouncil.com/talks-archive/exploring-data-through-natural-language-conversational-analytics2021-11-17https://aicouncil.com/speakers/ben-reinhardt2025-12-02https://aicouncil.com/talks24/powering-ai-workflows-with-tabular-graphs2025-03-25https://aicouncil.com/profile/binu-mathew2019-06-07https://aicouncil.com/talks25/build-ai-apps-with-llama-2-in-10-minutes-with-snowflake-cortex2025-11-30https://aicouncil.com/talks25/inference-for-async-agents-in-production2026-03-31https://aicouncil.com/talks-archive/how-investors-think-about-data2023-03-06https://aicouncil.com/talks26/using-ai-mathematics-and-statistics-to-find-similar-data-in-massive-data-ecosystems2026-03-09https://aicouncil.com/talks-0/forgiveness-not-permission-running-agents-on-production-data2026-03-01https://aicouncil.com/talks24/building-a-flexible-data-platform-for-llm-training-data2024-01-16https://aicouncil.com/speaker/how-to-change-a-city-with-data-science2021-11-03https://aicouncil.com/talks-0/cdc-stream-processing-with-apache-flink2023-01-31https://aicouncil.com/speakers-archive/igor-canadi2019-12-06https://aicouncil.com/talks/prompt-to-production-building-from-traditional-saas-to-true-ai-native-saas2026-03-31https://aicouncil.com/speaker-bio/ethan-rosenthal2019-02-25https://aicouncil.com/talks-archive/bias-variance-and-adaptive-products2019-07-31https://aicouncil.com/talks24/building-a-cloud-native-sql-database2024-01-16https://aicouncil.com/talks-0/agile-ai-from-research-production-to-customer-adoption2022-04-29https://aicouncil.com/talks25/how-to-teach-an-old-dog-new-tricks-modernizing-a-business-with-data-products2025-11-30https://aicouncil.com/talks/legal-agency-building-domain-specific-agents-for-enterprise2025-03-31https://aicouncil.com/talks/the-secret-life-of-predictive-models2024-01-03https://aicouncil.com/speakers-archive/riva-melissa-tez2019-12-06https://aicouncil.com/talks24/the-story-of-devrel-at-snowflake-how-we-got-here2024-01-16https://aicouncil.com/speakers-archive/vik-korrapati2026-02-18https://aicouncil.com/talks24/fast-data-apps-with-alpakka-kafka-connector-and-akka-streams2024-01-16https://aicouncil.com/speaker/hossein-azari2021-11-03https://aicouncil.com/profile/liz-bennett2019-03-14https://aicouncil.com/communityhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/05.25.2016_Hakka_Meetup_SF_135_DSC8552-min.jpg05252016HakkaMeetupSF135DSC8552min05252016HakkaMeetupSF135DSC8552minhttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/Confluent_logo_bw-09.pngConfluentlogobw09Confluentlogobw09https://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/SG%20Innovate%20(1)%20(1).jpgSGInnovate11SGInnovate11https://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/she%20loves%20data.jpgshelovesdatashelovesdatahttps://www.datacouncil.ai/hubfs/berlin(1).jpgberlin1berlin1https://www.datacouncil.ai/hubfs/Backgrounds/san-francisco-04-5.jpgsanfrancisco045sanfrancisco045https://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/DataCouncil-RegisterNow.pngDataCouncilRegisterNowDataCouncilRegisterNowhttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/Data%20Elixir.pngDataElixirDataElixirhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Sponsor%20Images/oie_transparent.pngoietransparentoietransparenthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/Stack%20Share%20(1).pngStackShare1StackShare1https://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/Insight%20Data%20Science.pngInsightDataScienceInsightDataSciencehttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/BCN%20LOGO.pngBCNLOGOBCNLOGOhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/05.25.2016_Hakka_Meetup_SF_086_DSC8408-min.jpg05252016HakkaMeetupSF086DSC8408min05252016HakkaMeetupSF086DSC8408minhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/05.25.2016_Hakka_Meetup_SF_088_DSC8409-min.jpg05252016HakkaMeetupSF088DSC8409min05252016HakkaMeetupSF088DSC8409minhttps://www.datacouncil.ai/hubfs/Backgrounds/newyork2.jpgnewyork2newyork2https://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/Ververica-min.pngVervericaminVervericaminhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/05.25.2016_Hakka_Meetup_SF_034_DSC8197-min.jpg05252016HakkaMeetupSF034DSC8197min05252016HakkaMeetupSF034DSC8197minhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Sponsor%20Images/Data20Beers20BCN.pngData20Beers20BCNData20Beers20BCNhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/05.25.2016_Hakka_Meetup_SF_140_DSC8575-min.jpg05252016HakkaMeetupSF140DSC8575min05252016HakkaMeetupSF140DSC8575minhttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/all%20Women.pngallWomenallWomenhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/05.25.2016_Hakka_Meetup_SF_050_DSC8296-min.jpg05252016HakkaMeetupSF050DSC8296min05252016HakkaMeetupSF050DSC8296minhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/05.25.2016_Hakka_Meetup_SF_138_DSC8570-min.jpg05252016HakkaMeetupSF138DSC8570min05252016HakkaMeetupSF138DSC8570minhttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/BW%20AKADEMY.pngBWAKADEMYBWAKADEMYhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Sponsor%20Images/R20Ladies.pngR20LadiesR20Ladieshttps://www.datacouncil.ai/hubfs/Backgrounds/_DSC0098(1).jpgDSC00981DSC00981https://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Sponsor%20Images/mongdb20user20group.pngmongdb20user20groupmongdb20user20grouphttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/nosto.jpgnostonostohttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/Tryo%20Labs-min.pngTryoLabsminTryoLabsminhttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/Galvanize.pngGalvanizeGalvanizehttps://www.datacouncil.ai/hubfs/Backgrounds/london.jpglondonlondonhttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/Google%20Cloud%20Startups.pngGoogleCloudStartupsGoogleCloudStartupshttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/Springboard.pngSpringboardSpringboardhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/05.25.2016_Hakka_Meetup_SF_124_DSC8495-min.jpg05252016HakkaMeetupSF124DSC8495min05252016HakkaMeetupSF124DSC8495minhttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/alluxio.jpgalluxioalluxiohttps://www.datacouncil.ai/hubfs/Data%20Council/All%20Sponsors/High%20Res%20Logos/Data%20Science%20SG%20(1).jpgDataScienceSG1DataScienceSG1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2023-08-28https://aicouncil.com/speakers-archive/lin-qiao2025-02-03https://aicouncil.com/speakers/feross-aboukhadijeh2026-03-14https://aicouncil.com/talks25/the-literate-programmer-cargo-cult-open-source2025-11-30https://aicouncil.com/talks/making-friends-with-generative-models2024-01-03https://aicouncil.com/talks24/building-influxdb-3-core-a-real-time-columnar-db-and-data-processor-on-object-storage2025-02-10https://aicouncil.com/speaker/lessons-in-hiring-data-scientists2021-11-03https://aicouncil.com/talks/the-case-for-metadata-for-machine-learning-platforms2024-01-03https://aicouncil.com/talks25/pytorch-the-platform-for-accelerating-ai-research-to-production2025-11-30https://aicouncil.com/talks-0/trillion-is-the-new-billion-managing-really-large-multimodal-datasets-for-ai2026-03-14https://aicouncil.com/talks/fast-reactions-planning-and-reasoning-quickly-with-llms2024-02-17https://aicouncil.com/speaker-bio/andy-pavlo2019-02-25https://aicouncil.com/talks-archive/how-open-frontier-labs-actually-train-their-models2026-02-18https://aicouncil.com/profile/felipe-huici2026-03-31https://aicouncil.com/talks25/why-is-everyone-talking-about-apache-iceberg-from-the-original-creator-of-apache-iceberg2025-11-30https://aicouncil.com/speakers/emilio-tamez2025-12-02https://aicouncil.com/talks25/systematic-llm-prompt-optimization-with-dspy-and-databricks2026-03-27https://aicouncil.com/talks-0/driving-in-dataland2022-04-29https://aicouncil.com/talks-0/taking-recommendation-to-the-masses2022-04-29https://aicouncil.com/profile/chang-she2021-12-20https://aicouncil.com/talks-archive/failure-is-a-funnel2025-02-10https://aicouncil.com/speakers/jocelyn-goldfein2025-12-02https://aicouncil.com/talks/small-data-and-the-model-stack2024-01-03https://aicouncil.com/blog/the-future-of-distributed-databases-is-relationalhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-03https://aicouncil.com/talks-archive/events-sourcing-with-kafka-at-scale2024-01-29https://aicouncil.com/profile/peter-kairouz2020-07-27https://aicouncil.com/talks24/materializedbt-streaming-for-the-modern-data-stack2024-01-16https://aicouncil.com/talks26/hierarchical-forecasting-in-python2026-03-09https://aicouncil.com/talks/7-habits-to-build-ethical-ai2024-01-03https://aicouncil.com/blog/open-source-highlight-streamlithttps://www.datacouncil.ai/hubfs/Data%20Council/Email%20Collateral/May%20Newsletter/Streamlit%20-%20Open%20source%20framework%20for%20building%20ML%20apps.pngStreamlitOpensourceframeworkforbuildingMLappsStreamlitOpensourceframeworkforbuildingMLappshttps://www.datacouncil.ai/hubfs/OS%20project%20May%202020%20Streamlit.jpgOSprojectMay2020StreamlitOSprojectMay2020Streamlithttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Data%20Council/Email%20Collateral/May%20Newsletter/Streamlit%20-%20the%20fastest%20way%20to%20build%20data%20apps.pngStreamlitthefastestwaytobuilddataappsStreamlitthefastestwaytobuilddataapps2020-05-14https://aicouncil.com/talks26/emotion-recognition-in-images-and-text2026-03-09https://aicouncil.com/speaker/ray-for-reinforcement-learning2021-11-03https://aicouncil.com/talks-0/agi-is-already-here-but-its-not-what-you-think2025-02-10https://aicouncil.com/speaker-bio/maximilian-michels2019-02-25https://aicouncil.com/speaker-bio/stephanie-yang2019-02-25https://aicouncil.com/talks-archive/data-security-and-privacy-in-the-age-of-machine-learning2019-07-31https://aicouncil.com/talks24/ai-governance-to-ensure-ethics-transparency-and-compliance-in-ai2024-01-16https://aicouncil.com/discovering-data-insights-through-neural-networkshttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/sonia-sen.pngsoniasensoniasenhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-11-06https://aicouncil.com/talks-archive/working-outside-the-box-the-journey-to-figjam-ai2024-03-01https://aicouncil.com/talks/running-millions-of-millisecond-ai-sandboxes-without-breaking-the-piggy-bank2026-03-31https://aicouncil.com/talks-archive/open-source-success-learnings-from-1-billion-downloads2025-02-14https://aicouncil.com/talks25/real-time-schema-discovery2025-11-30https://aicouncil.com/talks-0/empowering-customer-facing-teams-with-voice-based-ai2022-04-29https://aicouncil.com/talks25/big-data-is-dead2025-11-30https://aicouncil.com/talks-0/ethical-data-acquisition-sales-in-the-ai-age2025-03-10https://aicouncil.com/talks26/data-mesh-the-next-stage-in-the-evolution-from-time-share-to-data-share2026-03-09https://aicouncil.com/talks25/amundsen-a-data-discovery-platform-from-lyft2025-11-30https://aicouncil.com/talks26/benchmarking-ai-agents-against-realistic-analytical-tasks-with-ade-bench2026-03-09https://aicouncil.com/speakers-archive/daniel-francisco2020-01-13https://aicouncil.com/speakers/idan-gazit2025-12-02https://aicouncil.com/talks25/reinforcement-learning-for-data-scientists2025-11-30https://aicouncil.com/talks25/building-a-cloud-native-sql-database2025-11-30https://aicouncil.com/profile/greg-neiheisel2019-04-01https://aicouncil.com/talks-archive/why-we-defined-a-metalanguage-for-sql2019-09-13https://aicouncil.com/talks-archive/data-engineering-and-beyond-nyc192019-11-04https://aicouncil.com/talks26/scaling-up-spark-at-facebook-a-60tb-production-use-case2026-03-09https://aicouncil.com/speakers/luis-capelo2025-12-02https://aicouncil.com/talks-archive/the-life-changing-magic-of-data-governance2021-11-22https://aicouncil.com/speakers-archive/christophe-blefari2025-03-18https://aicouncil.com/talks25/fast-effective-natural-language-understanding2025-11-30https://aicouncil.com/profile/mady-mantha2023-02-22https://aicouncil.com/speakers/hung-dang2025-12-02https://aicouncil.com/talks24/scaling-genai-agentic-workflows-for-practical-solutions-with-zerve2025-02-20https://aicouncil.com/talks26/build-reliable-voice-agents-with-durable-execution2026-03-27https://aicouncil.com/speakers/ryan-dolley2025-12-02https://aicouncil.com/speakers-archive/leigh-marie-braswell2023-03-06https://aicouncil.com/speakers-archive/gaurav-rao2023-01-13https://aicouncil.com/speakers/tarush-aggarwal2025-12-02https://aicouncil.com/speakers/alberto-betella2025-12-02https://aicouncil.com/talks-0/kubernetes-native-workflow-orchestration-with-argo2022-04-29https://aicouncil.com/talks24/internals-of-slatedb-an-embedded-key-value-store-built-on-object-storage2025-02-10https://aicouncil.com/from-flat-files-to-deconstructed-database-the-evolution-and-future-of-the-big-data-ecosystemhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/julien_le_dem.pngjulienledemjulienledemhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-05-30https://aicouncil.com/talks25/models-as-tools-my-perspective-on-the-matter2025-11-30https://aicouncil.com/talks-archive/data-apps-data-warehouse-as-a-platform2021-11-03https://aicouncil.com/speakers/yusuf-ozuysal2025-12-02https://aicouncil.com/profile/luis-remis2020-03-19https://aicouncil.com/talks/context-engineering-2.0-unifying-mcp-agentic-rag-and-memory2026-03-14https://aicouncil.com/speakers/vijay-gill2025-12-02https://aicouncil.com/talks/a-modern-data-stack-in-healthcare2025-02-10https://aicouncil.com/profile/bastien-boutonnet2021-12-22https://aicouncil.com/talks24/building-a-control-plane-for-data2024-01-16https://aicouncil.com/talks/leveling-up-in-your-career-as-a-data-scientist-engineer2024-01-03https://aicouncil.com/profile/utkarsh-sengar2026-03-31https://aicouncil.com/profile/abhi-sivasailam2023-01-13https://aicouncil.com/talks26/track-host-hero-engineering-and-databases2026-03-09https://aicouncil.com/talks26/apache-arrow-a-cross-language-development-platform-for-in-memory-data2026-03-09https://aicouncil.com/speakers/tim-divane2025-12-02https://aicouncil.com/speaker/marquez-a-metadata-service-for-data-abstraction-data-lineage-and-event-based-triggers2021-11-03https://aicouncil.com/talks/making-humans-and-code-gpu-capable-at-mailchimp2024-01-03https://aicouncil.com/talks25/how-to-create-a-purpose-built-data-indexer2025-11-30https://aicouncil.com/talks-0/running-effective-machine-learning-teams-common-issues-challenges-and-solutions2022-04-29https://aicouncil.com/talks/statsig-scaling-experimentation-to-20-billion-users2024-01-03https://aicouncil.com/speakers/gleb-mezhanskiy2025-12-02https://aicouncil.com/speakers-archive/laura-pruitt2019-12-06https://aicouncil.com/talks-archive/an-update-on-scikit-learn2019-07-31https://aicouncil.com/talks/the-model-is-the-product2025-03-26https://aicouncil.com/talks/delivering-ml-models-the-safe-and-sane-way2024-01-03https://aicouncil.com/talks25/computer-vision-in-space2025-11-30https://aicouncil.com/profile/kobie-crawford2026-03-27https://aicouncil.com/speaker/how-superset-and-druid-power-real-time-analytics-at-airbnb2021-11-03https://aicouncil.com/talks24/data-product-success-aligning-with-datas-core-purpose-a-framework-for-data-product-management-for-increasing-adoption-and-user-love2024-01-16https://aicouncil.com/talks26/how-a-less-is-more-approach-stems-the-sprawl-of-security-data-and-makes-it-more-actionable2026-03-09https://aicouncil.com/talks-0/mesa-building-a-personalized-messaging-system-at-netflix2022-04-29https://aicouncil.com/speaker-bio/amit-sharma2019-02-25https://aicouncil.com/talks26/no-dropped-frames-designing-a-vlm-around-a-latency-budget2026-03-09https://aicouncil.com/speakers-archive/souvik-ghosh2020-02-11https://aicouncil.com/speakers/frank-mcsherry2025-12-02https://aicouncil.com/talks-0/notes-from-the-field-on-building-an-effective-ab-testing-program2023-01-31https://aicouncil.com/talks24/building-data-products-with-machine-learning2024-01-16https://aicouncil.com/speakers/sharath-rao2025-12-02https://aicouncil.com/speakers/ruben-kogel2025-12-02https://aicouncil.com/talks25/scaling-the-best-healthcare-to-everyone-with-ai2025-11-30https://aicouncil.com/talks/https://www.datacouncil.ai/hubfs/Assets%2023/arrow-left-2x.pngarrowleft2xarrowleft2xhttps://www.datacouncil.ai/hubfs/Assets%2023/talk-details-decoration-2x.pngtalkdetailsdecoration2xtalkdetailsdecoration2xhttps://www.datacouncil.ai/hubfs/Assets%2023/newsletter-section-icon.pngnewslettersectioniconnewslettersectioniconhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2024-01-03https://aicouncil.com/talks-0/introducing-data-downtime-from-firefighting-to-winning2022-04-29https://aicouncil.com/talks-0/designing-for-intelligence-at-github-next-patterns-and-practices-for-making-ai-powered-products2023-02-22https://aicouncil.com/talks/influxdb-storage-engine-internals2024-01-03https://aicouncil.com/talks25/generative-ai-for-search2025-11-30https://aicouncil.com/talks-archive/data-science-and-analytics2021-11-30https://aicouncil.com/talks25/urgent-help-these-pets-find-homes-working-across-teams-in-datahub2025-11-30https://aicouncil.com/talks/exploring-data-through-natural-language-conversational-analytics2024-01-03https://aicouncil.com/talks-archive/embedding-olap-everywhere-lessons-from-okta2025-02-10https://aicouncil.com/talks26/7-habits-to-build-ethical-ai2026-03-09https://aicouncil.com/talks26/exploring-data-through-natural-language-conversational-analytics2026-03-09https://aicouncil.com/talks/forgiveness-not-permission-running-agents-on-production-data2026-03-01https://aicouncil.com/profile/kashish-gupta2022-03-21https://aicouncil.com/talks24/stream-processing-in-python-with-wallaroo2024-01-16https://aicouncil.com/talks-archive/lightning-talks2021-12-08https://aicouncil.com/talks/billion-scale-vector-search-on-object-storage2025-02-10https://aicouncil.com/code-of-conducthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12025-12-01https://aicouncil.com/talks/how-to-make-security-data-actionable-with-graph-theory2024-01-03https://aicouncil.com/talks24/tackling-io-challenges-in-modern-data-lakes2024-02-21https://aicouncil.com/speakers-archive/amit-sharma2019-12-06https://aicouncil.com/talks-archive/machine-learning-and-the-sports-betting-industry2019-10-18https://aicouncil.com/talks25/a-view-from-apache-flink-on-evolution-and-outlooks-for-the-modern-stateful-stream-processor2025-11-30https://aicouncil.com/profile/yupeng-fu2023-02-14https://aicouncil.com/profile/austen-head2019-03-14https://aicouncil.com/speakers/alexa-garrison2025-12-02https://aicouncil.com/speakers/ernie-ostic2025-12-02https://aicouncil.com/talks/a-view-from-apache-flink-on-evolution-and-outlooks-for-the-modern-stateful-stream-processor2024-01-03https://aicouncil.com/talks-0/prediction-based-decisions-and-fairness-choices-assumptions-and-definitions2022-04-29https://aicouncil.com/blog/data-engineer-salaries-around-the-world-2019https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Blog/Images/data-engineer-salary-2019.jpgdataengineersalary2019dataengineersalary2019https://www.datacouncil.ai/hubfs/Data%20Engineer%20Salaries%20around%20the%20world.jpgDataEngineerSalariesaroundtheworldDataEngineerSalariesaroundtheworld2020-02-02https://aicouncil.com/talks-0/zipline-airbnbs-declarative-feature-engineering-framework2022-04-29https://aicouncil.com/speakers/matt-forrest2025-12-02https://aicouncil.com/talks-0/delivering-ml-models-the-safe-and-sane-way2022-04-29https://aicouncil.com/talks24/engineering-earths-largest-biological-data-pipeline2025-02-10https://aicouncil.com/speakers/shoumik-palkar2025-12-02https://aicouncil.com/talks-archive/lets-play-flappybird-some-data-engineering2024-02-21https://aicouncil.com/speakers/daniel-van-der-ende2025-12-02https://aicouncil.com/talks-0/ai-products-sf202022-04-29https://aicouncil.com/profile/christophe-blefari2025-03-18https://aicouncil.com/talks-archive/ubers-data-journey-100-pb-with-minute-latency2019-07-31https://aicouncil.com/talks24/devops-for-machine-learning-and-other-half-truths-processes-and-tools-for-the-ml-lifecycle2024-01-16https://aicouncil.com/talks25/the-dirty-little-secret-of-enterprise-data2025-11-30https://aicouncil.com/talks26/dont-optimize-my-queries-optimize-my-data2026-03-09https://aicouncil.com/speakers/taylor-murphy2025-12-02https://aicouncil.com/speakers-archive/ahmed-elsamadisi2021-12-18https://aicouncil.com/talks25/how-freewheel-processes-billions-of-ad-tech-events-in-real-time2025-11-30https://aicouncil.com/talks-archive/the-fun-sized-mlops-stack-from-scratch2023-01-31https://aicouncil.com/talks/tactical-data-engineering2024-01-03https://aicouncil.com/profile/carl-gold2019-03-14https://aicouncil.com/talks/make-vibe-coding-safe-how-to-test-with-playwright2026-02-18https://aicouncil.com/profile/thomas-la-piana2019-03-14https://aicouncil.com/speaker/introducing-data-downtime-from-firefighting-to-winning2021-11-03https://aicouncil.com/speakers-archive/mahendra-kutare2023-05-18https://aicouncil.com/talks-archive/ray-for-reinforcement-learning2019-07-31https://aicouncil.com/profile/gideon-mendels2019-03-14https://aicouncil.com/talks-archive/ai-cram-session2025-02-10https://aicouncil.com/talks25/data-access-for-data-science2025-11-30https://aicouncil.com/talks26/panel-insights-from-founders-shaping-the-industrys-future2026-03-09https://aicouncil.com/talks24/systemml-spark-a-framework-for-scalable-data-science-algorithm-development2024-01-16https://aicouncil.com/speakers-archive/bence-faludi2019-12-06https://aicouncil.com/speakers/scott-truitt2025-12-02https://aicouncil.com/talks25/beyond-next-token-prediction-joint-embeddings-world-models-and-why-natural-language-isnt-enough2026-03-14https://aicouncil.com/talks24/building-a-feature-platform-to-scale-machine-learning2024-01-16https://aicouncil.com/talks/beyond-next-token-prediction-joint-embeddings-world-models-and-why-natural-language-isnt-enough2026-03-14https://aicouncil.com/talks-0/how-to-create-a-shared-open-standard-for-data-quality2022-04-29https://aicouncil.com/profile/jonathan-heiliger2019-03-14https://aicouncil.com/talks-0/building-efficient-ml-pipelines-and-responsible-ai-solutions2022-04-29https://aicouncil.com/talks-archive/emotion-recognition-in-images-and-text2019-09-25https://aicouncil.com/talks-0/uncertainty-aware-food-recognition-by-deep-learning2022-04-29https://aicouncil.com/talks24/billion-scale-vector-search-on-object-storage2025-02-10https://aicouncil.com/talks25/building-a-user-level-targeting-platform2025-11-30https://aicouncil.com/speaker-bio/doug-daniels2019-02-25https://aicouncil.com/speakers/d-sivakumar2025-12-02https://aicouncil.com/talks-0/cubing-and-metrics-in-sql2023-01-13https://aicouncil.com/talks25/beyond-linear-notebooks-implementing-reactivity-with-ipython2025-11-30https://aicouncil.com/profile/jake-brill2025-04-10https://aicouncil.com/blog/hot-data-tools-pt-2-end-to-end-data-scientists-and-more-0https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20October%202020.jpegTop10featuredimageOctober2020Top10featuredimageOctober20202020-10-26https://aicouncil.com/talks25/knowledge-engineering2026-03-14https://aicouncil.com/talks-archive/mlops-for-machine-learning-sustainability-scalability-and-governance2021-12-08https://aicouncil.com/talks26/composable-interfaces-for-parallel-processing-in-apache-spark-weld2026-03-09https://aicouncil.com/profile/alessandro-pregnolato2019-08-19https://aicouncil.com/speakers/nathan-vanbenschoten2025-12-02https://aicouncil.com/talks26/feed-the-alligators-with-the-lights-on-how-data-engineers-can-see-who-really-uses-data2026-03-09https://aicouncil.com/speakers/niko-grupen2025-12-02https://aicouncil.com/speakers-archive/oriol-mirosa2025-02-14https://aicouncil.com/talks25/building-an-llm-powered-analytics-slack-bot-at-twitch2025-11-30https://aicouncil.com/profile/daniel-myers2023-02-02https://aicouncil.com/talks/creating-self-service-high-velocity-data-cultures2024-01-03https://aicouncil.com/speakers/avni-agrawal2025-12-02https://aicouncil.com/profile/karen-hsieh2025-04-24https://aicouncil.com/talks26/devops-for-machine-learning-and-other-half-truths-processes-and-tools-for-the-ml-lifecycle2026-03-09https://aicouncil.com/video-understanding-at-scale-deep-learning-in-a-serverless-infrastructurehttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/brunno-attorre.pngbrunnoattorrebrunnoattorre2017-11-06https://aicouncil.com/talks/when-production-machine-learning-fails2024-01-03https://aicouncil.com/profile/viktor-gamov2019-10-23https://aicouncil.com/talks-0/tackling-io-challenges-in-modern-data-lakes2024-02-21https://aicouncil.com/talks24/fixing-the-big-data-development-cycle-with-sql2024-01-16https://aicouncil.com/speakers/vivek-kaushal2025-12-02https://aicouncil.com/speakers-archive/jill-cates2026-03-14https://aicouncil.com/speakers/sid-choudhury2025-12-02https://aicouncil.com/talks/building-a-feature-platform-to-scale-machine-learning2024-01-03https://aicouncil.com/profile/niall-woodward2023-01-13https://aicouncil.com/talks/write-less-more-how-dagster-rebuilt-our-docs-from-the-ground-up2025-02-10https://aicouncil.com/profile/jared-hanson2026-03-27https://aicouncil.com/speaker/albert-franzi-easy-access-to-data-with-presto2021-11-03https://aicouncil.com/talks-archive/from-1-to-ipo-growing-the-data-team-and-data-culture-at-gitlab2023-01-13https://aicouncil.com/profile/dan-robinson2019-03-14https://aicouncil.com/talks26/optimizing-iceberg-table-layouts-at-scale-a-multi-objective-approach2026-03-09https://aicouncil.com/hazardous-models-and-risk-mitigation-in-real-estatehttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Xinlu%20Huang.pngXinluHuangXinluHuanghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/David%20Lundgren.pngDavidLundgrenDavidLundgren2018-07-10https://aicouncil.com/talks/how-freewheel-processes-billions-of-ad-tech-events-in-real-time2024-01-03https://aicouncil.com/profile/suman-karumuri2024-02-28https://aicouncil.com/talks-0/context-engineering-for-video-intelligence-beyond-model-scale-to-real-world-impact2026-03-31https://aicouncil.com/speakers-archive/gerard-maas2019-12-06https://aicouncil.com/speakers-archive/nick-rockwell2019-12-06https://aicouncil.com/talks-archive/track-host-streaming-systems-nyc192019-09-20https://aicouncil.com/talks24/zipline-airbnbs-declarative-feature-engineering-framework2024-01-16https://aicouncil.com/speakers-archive/ayush-patel2023-01-13https://aicouncil.com/talks24/forecasting-airbnbs-marketplace-with-a-causal-graph2024-01-16https://aicouncil.com/speakers-archive/skyler-thomas2025-03-13https://aicouncil.com/talks/leveraging-compute2024-01-03https://aicouncil.com/speakers-archive/jesse-anderson2019-12-06https://aicouncil.com/talks-0/no-more-bs-how-and-when-to-really-leverage-ai2025-02-10https://aicouncil.com/talks/a-new-era-of-applied-ai-how-to-accelerate-enterprise-adoption-of-ai-for-business-impact2024-01-03https://aicouncil.com/speakers-archive/timo-walther2019-12-06https://aicouncil.com/talks26/marquez-a-metadata-service-for-data-abstraction-data-lineage-and-event-based-triggers2026-03-09https://aicouncil.com/talks25/cost-containment-a-critical-piece-of-your-data-teams-roi2025-11-30https://aicouncil.com/talks-0/calvin-french-owen-on-the-future-of-agentic-coding2026-03-14https://aicouncil.com/speaker-bio/paul-dix2019-02-25https://aicouncil.com/talks-0/architecting-the-data-lake-how-to-ensure-that-your-etl-pipelines-deliver-high-quality-data2022-04-29https://aicouncil.com/talks-archive/anomaly-detection-for-real-world-systems2019-07-31https://aicouncil.com/talks/building-a-self-service-platform-for-continuous-real-time-feature-generation-for-machine-learning2024-01-03https://aicouncil.com/talks-archive/inference-for-async-agents-in-production2026-03-31https://aicouncil.com/talks24/dataops-for-business-intelligence-how-dashboards-as-code-can-help-you-develop-and-validate-your-analytics2024-01-16https://aicouncil.com/talks24/a-quick-tour-of-the-orchest-oss-project2024-01-16https://aicouncil.com/speakers/clare-gollnick2025-12-02https://aicouncil.com/talks/track-host-streaming-systems2024-01-03https://aicouncil.com/talks25/introducing-pixeltable-open-source-data-infrastructure-for-multimodal-ai2025-11-30https://aicouncil.com/talks-archive/the-statistics-of-dirty-data2019-07-31https://aicouncil.com/talks-0/transfer-learning-in-nlp-how-to-help-small-teams-account-for-small-datasets2022-04-29https://aicouncil.com/talks/introducing-lolpop-an-open-source-framework-for-machine-learning-workflows2024-01-04https://aicouncil.com/talks/using-ai-mathematics-and-statistics-to-find-similar-data-in-massive-data-ecosystems2024-01-04https://aicouncil.com/profile/agata-lapedriza2019-09-25https://aicouncil.com/speakers-archive/mike-conover2019-12-06https://aicouncil.com/talks25/cubing-and-metrics-in-sql2025-11-30https://aicouncil.com/talks25/lessons-in-hiring-data-scientists2025-11-30https://aicouncil.com/speakers-archive/robert-winslow2019-12-06https://aicouncil.com/profile/anne-bauer2019-03-14https://aicouncil.com/talks/hoodie-an-open-source-incremental-processing-framework-from-uber2024-01-03https://aicouncil.com/talks26/machine-learning-infrastructure-at-an-early-stage2026-03-09https://aicouncil.com/talks26/building-blocks-reusing-queries-in-semantic-data-modeling2026-03-09https://aicouncil.com/speakers/tiago-henriques2025-12-02https://aicouncil.com/speakers-archive/marco-bressan2019-12-06https://aicouncil.com/speakers-archive/deepyaman-datta2024-01-30https://aicouncil.com/talks-0/data-engineering-sf202022-04-29https://aicouncil.com/speakers-archive/brent-cohn2024-01-10https://aicouncil.com/profile/michelle-ufford-winters2024-02-23https://aicouncil.com/speakers/ivan-aguilar2025-12-02https://aicouncil.com/talks-archive/data-pipeline-frameworks-the-dream-and-the-reality2019-07-31https://aicouncil.com/talks26/mlops-for-machine-learning-sustainability-scalability-and-governance2026-03-09https://aicouncil.com/diversityhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-12-31https://aicouncil.com/speakers/josh-ferguson2025-12-02https://aicouncil.com/talks-archive/kubernetes-as-a-streaming-data-platform-a-federated-operator-approach2019-09-20https://aicouncil.com/talks/a-data-and-knowledge-driven-approach-for-mental-health-policy-making-at-world-health-organization2024-01-03https://aicouncil.com/profile/paul-cothenet2019-03-14https://aicouncil.com/talks25/reducing-student-loans-with-bot-powered-humans2025-11-30https://aicouncil.com/profile/leonhard-spiegelberg2026-02-18https://aicouncil.com/talks24/how-vercel-builds-dozens-of-metrics-from-one-heterogenous-table2024-01-16https://aicouncil.com/speakers-archive/jessica-laughlin2021-10-20https://aicouncil.com/talks25/llms-for-data-science2025-11-30https://aicouncil.com/speakers-archive/michael-eastham2024-01-04https://aicouncil.com/profile/bonnie-barrilleaux2019-04-01https://aicouncil.com/talks24/combating-ai-bias-at-scale2024-01-16https://aicouncil.com/speakers-archive/seth-rosen2021-11-09https://aicouncil.com/speakers-archive/nicholas-handel2019-12-06https://aicouncil.com/talks-archive/a-trillion-rows-per-second-as-a-foundation-for-interactive-analytics2019-07-31https://aicouncil.com/speakers-archive/matt-hartman2019-12-06https://aicouncil.com/speaker-bio/jacques-nadeau2019-02-25https://aicouncil.com/talks-archive/augmented-programming2019-10-28https://aicouncil.com/talks-archive/composable-interfaces-for-parallel-processing-in-apache-spark-weld2019-07-31https://aicouncil.com/talks24/data-culture-20-leveraging-ai-to-build-human-connections-and-expand-your-influence2024-02-07https://aicouncil.com/talks25/tactical-data-engineering2025-11-30https://aicouncil.com/talks24/making-humans-and-code-gpu-capable-at-mailchimp2024-01-16https://aicouncil.com/talks-archive/easy-scalable-fault-tolerant-stream-processing-with-structured-streaming-in-apache-spark2019-07-31https://aicouncil.com/talks25/accelerating-single-cell-bioinformatics-with-n-dimensional-arrays-in-the-cloud2025-11-30https://aicouncil.com/speakers-archive/omoju-miller2019-12-06https://aicouncil.com/talks-0/everything-everywhere-all-at-once-object-store-native2025-03-03https://aicouncil.com/talks26/ai-launchpad-2025-tower2026-03-09https://aicouncil.com/talks-0/using-apache-arrow-calcite-and-parquet-to-build-a-relational-cache2022-04-29https://aicouncil.com/profile/greg-johnson2023-01-18https://aicouncil.com/speakers-archive/nathan-vanbenschoten2019-12-06https://aicouncil.com/speaker/scaling-up-spark-at-facebook-a-60tb-production-use-case2021-11-03https://aicouncil.com/talks25/stop-making-models-bigger.-make-them-behave2026-03-27https://aicouncil.com/profile/miguel-rios2019-05-27https://aicouncil.com/speaker-bio/eric-hanson2019-02-25https://aicouncil.com/talks25/track-host-streaming-systems2025-11-30https://aicouncil.com/talks-0/beyond-kafka-cutting-costs-and-complexity-with-warpstream-and-s32024-02-20https://aicouncil.com/talks25/the-next-big-opportunities-in-data-infrastructure2025-11-30https://aicouncil.com/talks25/statistical-and-computational-challenges-of-real-time-news-clustering2025-11-30https://aicouncil.com/talks-archive/data-at-marfeel-addressing-complexity-at-scale-with-the-latest-technologies2019-08-19https://aicouncil.com/talks26/a-modern-data-stack-in-healthcare2026-03-09https://aicouncil.com/speakers-archive/wes-chow2019-12-06https://aicouncil.com/talks/building-an-ml-experimentation-platform-for-easy-reproducibility2024-01-03https://aicouncil.com/speakers-archive/barr-moses2019-12-06https://aicouncil.com/talks24/trillion-is-the-new-billion-managing-really-large-multimodal-datasets-for-ai2026-03-14https://aicouncil.com/speaker-bio/shuojie-wang2019-02-25https://aicouncil.com/talks-archive/building-data-orchestration-for-big-data-analytics-in-the-cloud2019-07-31https://aicouncil.com/talks-archive/ai-powered-automation-supercharge-data-intensive-workflows-with-intelligent-agents2025-03-10https://aicouncil.com/talks/embedding-olap-everywhere-lessons-from-okta2025-02-10https://aicouncil.com/talks25/enabling-data-centric-solutions-through-modern-schema-management2025-11-30https://aicouncil.com/talks24/the-case-for-metadata-for-machine-learning-platforms2024-01-16https://aicouncil.com/profile/paul-lappas2019-03-14https://aicouncil.com/investor-panelhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Investor%20Panel/Jocelyn_Goldfein_Zetta_Ventures_Partners_DataEngConf.pngJocelynGoldfeinZettaVenturesPartnersDataEngConfJocelynGoldfeinZettaVenturesPartnersDataEngConfhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Investor%20Panel/Parker_Thompson_AngelList_DataEngConf.pngParkerThompsonAngelListDataEngConfParkerThompsonAngelListDataEngConfhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Investor%20Panel/Itamar_Novick_Life360_DataEngConf.pngItamarNovickLife360DataEngConfItamarNovickLife360DataEngConfhttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Investor%20Panel/Pete_Soderling_Hakka_Labs_DataEngConf.pngPeteSoderlingHakkaLabsDataEngConfPeteSoderlingHakkaLabsDataEngConfhttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Investor%20Panel/Shruti_Ghandi_Array_Ventures_DataEngConf.pngShrutiGhandiArrayVenturesDataEngConfShrutiGhandiArrayVenturesDataEngConf2018-04-05https://aicouncil.com/talks/extract-tiered-transform-load-a-pipeline-for-a-modular-scalable-and-observable-internal-analytics-platform2024-01-03https://aicouncil.com/speakers/robertyi2025-12-02https://aicouncil.com/speakers-archive/oana-olteanu2021-10-19https://aicouncil.com/talks/a-sql-based-metrics-layer-for-duckdb-and-clickhouse2025-02-10https://aicouncil.com/speakers-archive/james-le2026-03-31https://aicouncil.com/talks25/scaling-a-data-pipeline-mystery-to-mastery2025-11-30https://aicouncil.com/speakers-archive/bin-fan2019-12-06https://aicouncil.com/talks25/what-i-dont-want-to-exist-in-the-data-world-in-5-years2025-11-30https://aicouncil.com/talks25/the-unreasonable-deceptiveness-of-bad-data2025-11-30https://aicouncil.com/talks26/predicting-chaotic-systems-with-sparse-data-lessons-from-numerical-weather-prediction2026-03-09https://aicouncil.com/talks-archive/the-modern-database-debate-postgresql-and-mongodb2025-03-05https://aicouncil.com/talks24/privacy-techniques-for-data-science2024-01-16https://aicouncil.com/talks24/predictive-auto-scaling-at-mongodb2024-01-26https://aicouncil.com/talks24/agile-ai-from-research-production-to-customer-adoption2024-01-16https://aicouncil.com/speakers/nicholas-ursa2025-12-02https://aicouncil.com/talks25/pricing-ai-agents2026-02-18https://aicouncil.com/speaker/format-wars-from-vhs-and-beta-to-avro-and-parquet-sullivan2021-11-03https://aicouncil.com/talks/pricing-ai-agents2026-02-18https://aicouncil.com/talks24/define-once-evaluate-anywhere-building-repeatable-and-correct-features-at-stripe2024-01-16https://aicouncil.com/talks25/twitter-heron-the-path-towards-elastic-streaming2025-11-30https://aicouncil.com/talks26/real-time-system-computing-engines2026-03-09https://aicouncil.com/talks25/evolving-ai-laws-and-the-imperative-to-build-safe-compliant-and-risk-proof-ai2025-11-30https://aicouncil.com/talks26/lessons-from-rl-systems-that-looked-fine-until-they-didnt2026-03-09https://aicouncil.com/talks-archive/stream-processing-in-python-with-wallaroo2019-07-31https://aicouncil.com/talks-0/making-friends-with-generative-models2022-04-29https://aicouncil.com/talks25/ai-launchpad-2025-quesma2025-11-30https://aicouncil.com/talks25/building-data-orchestration-for-big-data-analytics-in-the-cloud2025-11-30https://aicouncil.com/profile/james-campbell2022-01-21https://aicouncil.com/compliant-data-management-and-machine-learning-at-scalehttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Daniel%20Whitenack.pngDanielWhitenackDanielWhitenackhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-05-21https://aicouncil.com/why-attendhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Video%20Thumbs/DEMOCRATIZING%20DATA%20WITH%20THE%20CLOVER%20TRANSFORM%20FRAMEWORK.pngDEMOCRATIZINGDATAWITHTHECLOVERTRANSFORMFRAMEWORKDEMOCRATIZINGDATAWITHTHECLOVERTRANSFORMFRAMEWORKhttps://www.datacouncil.ai/hubfs/Backgrounds/_DSC0098(1).jpgDSC00981DSC00981https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/Data-Council-Topics-M.pngDataCouncilTopicsMDataCouncilTopicsMhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/DataCouncil-RegisterNow.pngDataCouncilRegisterNowDataCouncilRegisterNowhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Video%20Thumbs/DEMOCRATIZING%20METRIC%20DEFINITION%20AND%20DISCOVERY%20AT%20AIRBNB.pngDEMOCRATIZINGMETRICDEFINITIONANDDISCOVERYATAIRBNBDEMOCRATIZINGMETRICDEFINITIONANDDISCOVERYATAIRBNBhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Video%20Thumbs/THE%20DESIGN%20OF%20SYSTEMS%20FOR%20REAL-TIME%20PREDICTION%20SERVING.pngTHEDESIGNOFSYSTEMSFORREALTIMEPREDICTIONSERVINGTHEDESIGNOFSYSTEMSFORREALTIMEPREDICTIONSERVINGhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Video%20Thumbs/USING%20APACHE%20ARROW%2c%20CALCITE%20AND%20PARQUET%20TO%20BUILD%20A%20RELATIONAL%20CACHE.pngUSINGAPACHEARROWCALCITEANDPARQUETTOBUILDARELATIONALCACHEUSINGAPACHEARROWCALCITEANDPARQUETTOBUILDARELATIONALCACHEhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Video%20Thumbs/Visualizing%20and%20Understanding%20Deep%20Neural%20Networks.pngVisualizingandUnderstandingDeepNeuralNetworksVisualizingandUnderstandingDeepNeuralNetworkshttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Video%20Thumbs/FUNCTIONAL%20DATA%20ENGINEERING%20-%20A%20SET%20OF%20BEST%20PRACTICES.pngFUNCTIONALDATAENGINEERINGASETOFBESTPRACTICESFUNCTIONALDATAENGINEERINGASETOFBESTPRACTICES2019-07-25https://aicouncil.com/talks24/the-model-is-not-the-product2025-03-31https://aicouncil.com/efficiently-storing-and-calculating-engagement-metrics-at-massive-scalehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Corey%20Bort.pngCoreyBortCoreyBorthttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-05-04https://aicouncil.com/talks/how-to-properly-evaluate-your-ml-model2024-01-03https://aicouncil.com/talks-0/weld-accelerating-data-science-by-100x2022-04-29https://aicouncil.com/talks24/openais-responses-api-a-new-foundation-for-building-with-models-tools2025-03-13https://aicouncil.com/profile/allison-king2019-03-14https://aicouncil.com/pre-reg-25https://www.datacouncil.ai/hubfs/SNO-SnowflakeLogo_white(1).pngSNOSnowflakeLogowhite1SNOSnowflakeLogowhite1https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-4024-1.jpgDataCouncil2024Day1TicoMendozaAll40241DataCouncil2024Day1TicoMendozaAll40241https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5505.jpgDataCouncil2024Day2TicoMendoza5505DataCouncil2024Day2TicoMendoza5505https://www.datacouncil.ai/hubfs/austin2022-partners/Censusc%20BW-1.pngCensuscBW1CensuscBW1https://www.datacouncil.ai/hubfs/dagster.pngdagsterdagsterhttps://www.datacouncil.ai/hubfs/Logo_decodable_White.svgLogodecodableWhiteLogodecodableWhitehttps://www.datacouncil.ai/hubfs/Starburst%20Logo-%20Gold%20Offficial%20.svgStarburstLogoGoldOffficialStarburstLogoGoldOffficialhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3988.jpgDataCouncil2024TicoMendoza3988DataCouncil2024TicoMendoza3988https://www.datacouncil.ai/hubfs/DSC_4928-1.jpgDSC49281DSC49281https://www.datacouncil.ai/hubfs/Materialize-White-1.svgMaterializeWhite1MaterializeWhite1https://www.datacouncil.ai/hubfs/Delta%20Lake%20(Databricks)%20White2.svgDeltaLakeDatabricksWhite2DeltaLakeDatabricksWhite2https://www.datacouncil.ai/hubfs/Monte%20Carlo_Logo_WHITE.svgMonteCarloLogoWHITEMonteCarloLogoWHITEhttps://www.datacouncil.ai/hubfs/partner-icon.svgpartnericonpartnericonhttps://www.datacouncil.ai/hubfs/hightouch.pnghightouchhightouchhttps://www.datacouncil.ai/hubfs/acryldata.pngacryldataacryldatahttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-3435.jpgDataCouncil2024Day1TicoMendozaAll3435DataCouncil2024Day1TicoMendozaAll3435https://www.datacouncil.ai/hubfs/aicouncil-light.svgaicouncillightaicouncillighthttps://www.datacouncil.ai/hubfs/63515_Rudderstack_Logo%20refresh_Superside-02-no-bg.svg63515RudderstackLogorefreshSuperside02nobg63515RudderstackLogorefreshSuperside02nobghttps://www.datacouncil.ai/hubfs/hex_white-1-1.pnghexwhite11hexwhite112024-10-18https://aicouncil.com/talks-archive/cockroachdb-architecture-of-a-geo-distributed-sql-database2019-11-01https://aicouncil.com/talks/cubing-and-metrics-in-sql2024-01-03https://aicouncil.com/talks25/building-an-ml-experimentation-platform-for-easy-reproducibility2025-11-30https://aicouncil.com/talks24/optimizing-model-training-end-to-end-a-tiny-moe-case-study2026-01-23https://aicouncil.com/speakers-archive/nicolas-joseph2019-12-06https://aicouncil.com/talks-archive/practical-lessons-for-building-machine-learning-models-in-production2019-07-31https://aicouncil.com/speakers/david-diaz2025-12-02https://aicouncil.com/talks/the-file-system-is-all-you-need2026-03-01https://aicouncil.com/speakers-archive/mingsheng-hong2022-03-09https://aicouncil.com/speakers/miriah-peterson2025-12-02https://aicouncil.com/speaker/payment-fraud-in-digital-currency2021-11-03https://aicouncil.com/talks25/the-design-of-systems-for-real-time-prediction-serving2025-11-30https://aicouncil.com/talks-archive/the-skys-the-limit-re-the-next-10-years-of-data-infra-on-clouds2022-02-24https://aicouncil.com/talks26/give-rust-a-chance2026-03-09https://aicouncil.com/talks26/the-limitations-of-big-data-in-predictive-analytics2026-03-09https://aicouncil.com/profile/edo-liberty2020-03-02https://aicouncil.com/speakers-archive/daniel-van-der-ende2019-12-06https://aicouncil.com/speaker-bio/nelson-ray2019-02-25https://aicouncil.com/talks25/causal-inference-in-data-science-from-prediction-to-causation2025-11-30https://aicouncil.com/talks-archive/what-every-data-scientist-needs-to-know-about-gpus2025-02-10https://aicouncil.com/speakers-archive/juliana-freire2019-12-06https://aicouncil.com/talks-archive/rlvr-in-practice-from-synthetic-data-to-grpo2023-01-13https://aicouncil.com/talks24/michelangelo-gallery-scalable-machine-learning-model-management-at-uber2024-01-16https://aicouncil.com/talks26/building-an-end-to-end-data-stack-in-thirty-minutes2026-03-09https://aicouncil.com/talks-0/oops-i-did-it-again-adapting-a-pop-music-identifier-to-find-syndicated-content-in-talk-radio2022-04-29https://aicouncil.com/speakers/harlan-harris2025-12-02https://aicouncil.com/profile/dennis-hume2023-01-20https://aicouncil.com/speakers/joey-baker2026-03-27https://aicouncil.com/talks-0/the-customer-as-the-unit-of-analysis-models-metrics-and-a-multitude-of-uses2022-04-29https://aicouncil.com/speakers-archive/baron-schwartz2019-12-06https://aicouncil.com/talks/gregory-larson-keynote2024-01-03https://aicouncil.com/talks24/presto-fast-sql-on-anything2024-01-16https://aicouncil.com/profile/darlene-volas2025-04-17https://aicouncil.com/talks25/track-host-machine-deep-learning2025-11-30https://aicouncil.com/talks/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processing-snlp2024-01-03https://aicouncil.com/talks-archive/identity-is-the-bottleneck-why-agents-force-a-new-security-model2026-03-27https://aicouncil.com/speakers-archive/vadim-semenov2019-12-06https://aicouncil.com/speakers-archive/miguel-alvarez2019-12-06https://aicouncil.com/speakers/joseph-gonzalez2025-12-02https://aicouncil.com/talks25/the-highs-and-lows-of-building-an-adtech-data-pipeline2025-11-30https://aicouncil.com/profile/gergely-krasznai2019-08-29https://aicouncil.com/talks-archive/optimizing-iceberg-table-layouts-at-scale-a-multi-objective-approach2025-02-10https://aicouncil.com/talks26/machine-learning-from-development-to-production-at-instacart2026-03-09https://aicouncil.com/speakers-archive/ryan-dolley2024-02-08https://aicouncil.com/talks/engineering-earths-largest-biological-data-pipeline2025-02-10https://aicouncil.com/talks24/what-data-practitioners-need-to-know-about-data-privacy2024-03-14https://aicouncil.com/talks26/events-sourcing-with-kafka-at-scale2026-03-09https://aicouncil.com/talks26/unified-streambatch-execution-with-ibis2026-03-09https://aicouncil.com/speakers/margaret-mayer2025-12-02https://aicouncil.com/talks25/the-future-of-column-oriented-data-processing-with-arrow-and-parquet2025-11-30https://aicouncil.com/speakers/vinoth-chandar2025-12-02https://aicouncil.com/talks25/rising-tides-with-radical-transparency-why-and-how-to-open-source-your-data-platform2025-11-30https://aicouncil.com/talks24/the-art-of-data-reimagining-creative-processes-with-data-culture2025-02-14https://aicouncil.com/speakers/will-goldstein2025-12-02https://aicouncil.com/speakers/john-bagnall2025-12-02https://aicouncil.com/talks-archive/building-enterprise-agentic-rag-applications-with-reduced-hallucinations2025-02-20https://aicouncil.com/talks/building-a-better-world-with-ai-one-architectural-drawing-at-a-time2024-01-03https://aicouncil.com/talks26/time-to-rethink-data-management-for-machine-learning2026-03-09https://aicouncil.com/talks/devops-for-machine-learning-and-other-half-truths-processes-and-tools-for-the-ml-lifecycle2024-01-03https://aicouncil.com/speakers/eno-reyes2025-12-02https://aicouncil.com/profile/sumedh-sakdeo2025-01-10https://aicouncil.com/speakers/anish-doshi2025-12-02https://aicouncil.com/talks/build-reliable-voice-agents-with-durable-execution2026-03-27https://aicouncil.com/talks24/an-update-on-scikit-learn2024-01-16https://aicouncil.com/talks-0/redefining-database-workloads-the-future-with-modern-object-storage2024-01-04https://aicouncil.com/speakers-archive/benny-chen2026-03-14https://aicouncil.com/talks25/scalable-continuous-monitoring-for-large-scale-ab-experimentation2025-11-30https://aicouncil.com/profile/sean-owen2023-03-28https://aicouncil.com/talks25/generative-ai-and-the-natural-language-interface-for-data2025-11-30https://aicouncil.com/talks24/from-playgrounds-to-production-the-evolution-of-ai-evaluation-at-coda2024-01-31https://aicouncil.com/talks-0/super-secret-next-big-thing-for-duckdb2026-02-25https://aicouncil.com/speakers/willem-pienaar2025-12-02https://aicouncil.com/speakers/jonathan-mortensen2025-12-02https://aicouncil.com/talks/how-to-become-indispensable-fundamentals-of-giving-a-fck2025-02-10https://aicouncil.com/speakers-archive/clare-gollnick2021-12-18https://aicouncil.com/speakers/emily-curtin2025-12-02https://aicouncil.com/talks-archive/building-high-performance-recommender-systems-with-feature-stores2021-11-02https://aicouncil.com/talks24/bias-variance-and-adaptive-products2024-01-16https://aicouncil.com/speakers-archive/ryan-worl2024-02-21https://aicouncil.com/talks24/humanizing-data-architecture-how-design-thinking-transforms-data-strategy2025-02-10https://aicouncil.com/speakers-archive/ananth-packkildurai2019-12-06https://aicouncil.com/speakers-archive/david-kelly2019-12-06https://aicouncil.com/speakers-archive/alexander-kudryashov2019-12-06https://aicouncil.com/speakers/marc-ferradou2025-12-02https://aicouncil.com/talks24/empower-and-elevate-integrating-veteran-leadership-with-veteran-individual-contributors-to-drive-data-maturity-and-company-success2025-02-10https://aicouncil.com/speakers/gwen-shapira2025-12-02https://aicouncil.com/speakers/maryam-jahanshahi2025-12-02https://aicouncil.com/talks24/rag-in-2025-state-of-the-art-and-the-road-forward2025-02-10https://aicouncil.com/talks25/instant-preview-mode-real-time-feedback-to-make-sql-data-exploration-fly2025-11-30https://aicouncil.com/talks-0/ten-years-of-building-open-source-standards2023-01-13https://aicouncil.com/talks/how-to-unlock-enterprise-value-by-training-your-own-language-models2026-02-18https://aicouncil.com/speaker-bio/sharath-rao2019-02-25https://aicouncil.com/talks24/enabling-data-centric-solutions-through-modern-schema-management2024-01-27https://aicouncil.com/speakers-archive/benn-stancil2019-12-06https://aicouncil.com/speakers-archive/noy-twerski2024-01-02https://aicouncil.com/talks-archive/a-guide-to-deploy-enterprise-ready-clawdbot-in-under-30-minutes-and-wont-make-your-ciso-hate-you2026-03-27https://aicouncil.com/talks24/flink-sql-in-action2024-01-16https://aicouncil.com/speakers-archive/burak-yavuz2019-12-06https://aicouncil.com/speakers/jian-jiao2025-12-02https://aicouncil.com/talks26/making-data-science-accessible-at-scale2026-03-09https://aicouncil.com/speakers/mohammad-shahangian2025-12-02https://aicouncil.com/talks26/democratizing-data-with-the-clover-transform-framework2026-03-09https://aicouncil.com/talks24/oramacore-a-search-database-with-llms-built-in2025-03-31https://aicouncil.com/profile/yevgeniy-meyer2019-10-22https://aicouncil.com/talks25/ten-years-of-building-open-source-standards2025-11-30https://aicouncil.com/profile/abhay-singhal2026-03-27https://aicouncil.com/profile/jordan-tigani2023-03-06https://aicouncil.com/talks24/introducing-data-downtime-from-firefighting-to-winning2024-01-16https://aicouncil.com/talks/how-to-make-fewer-bad-decisions-daragh-sibley2024-01-03https://aicouncil.com/talks25/redefining-database-workloads-the-future-with-modern-object-storage2025-11-30https://aicouncil.com/profile/tom%C3%A1s-kofman2025-03-06https://aicouncil.com/talks-0/what-i-dont-want-to-exist-in-the-data-world-in-5-years2023-02-14https://aicouncil.com/talks-0/data-scientist-or-the-most-dangerous-job-of-the-21st-century2022-04-29https://aicouncil.com/speakers-archive/adam-cimarosti2024-02-20https://aicouncil.com/speakers-archive/paula-griffin2021-11-22https://aicouncil.com/talks24/mds-party-at-the-back-notebooks-at-the-front2024-01-16https://aicouncil.com/speaker-bio/john-myles-white2019-02-25https://aicouncil.com/profile/daniel-galron2019-03-14https://aicouncil.com/profile/hadley-wickham2025-01-23https://aicouncil.com/speakers/micah-wylde2025-12-02https://aicouncil.com/speakers-archive/tao-feng2019-12-06https://aicouncil.com/talks-archive/the-file-system-is-all-you-need2026-03-01https://aicouncil.com/talks25/scalable-data-ingestion-architecture-using-airflow-and-spark2025-11-30https://aicouncil.com/speakers/kishore-parthasarathy2025-12-02https://aicouncil.com/speaker-bio/vadim-semenov2019-02-25https://aicouncil.com/speakers/alex-ratner2025-12-02https://aicouncil.com/talks-archive/using-causal-forests-for-subpopulation-identification-in-randomized-clinical-trials2019-07-31https://aicouncil.com/talks24/data-for-the-992024-01-16https://aicouncil.com/talks25/feed-the-alligators-with-the-lights-on-how-data-engineers-can-see-who-really-uses-data2025-11-30https://aicouncil.com/talks24/rlvr-in-practice-from-synthetic-data-to-grpo2024-01-16https://aicouncil.com/speakers/agata-lapedriza2025-12-02https://aicouncil.com/talks24/statsig-scaling-experimentation-to-20-billion-users2024-01-16https://aicouncil.com/talks-0/analytics-and-the-dark-side-of-the-analytics-development-lifecycle2025-02-27https://aicouncil.com/talks24/spatial-data-science-methods-for-improving-models2024-01-16https://aicouncil.com/speakers-archive/mike-driscoll2019-12-06https://aicouncil.com/talks-0/give-rust-a-chance2024-02-20https://aicouncil.com/speakers/spencer-barton2025-12-02https://aicouncil.com/speakers-archive/ian-nowland2019-12-06https://aicouncil.com/talks-0/lean-engineering-sf202022-04-29https://aicouncil.com/profile/madison-faulkner2025-01-21https://aicouncil.com/talks25/spectrify-leveraging-redshift-spectrum-for-fun-and-profit2025-11-30https://aicouncil.com/profile/ravi-suhag2019-07-01https://aicouncil.com/talks/creating-an-extensible-big-data-platform2024-01-03https://aicouncil.com/talks-0/data-science-past-present-future2022-04-29https://aicouncil.com/speaker-bio/jeffrey-doker2019-02-25https://aicouncil.com/speakers-archive/alyssa-frazee2019-12-06https://aicouncil.com/speakers-archive/devaris-brown2023-01-13https://aicouncil.com/profile/joseph-powers2025-01-13https://aicouncil.com/talks-0/oaks-open-agentic-knowledge-stack2025-03-31https://aicouncil.com/talks-0/data-warehouses-are-gilded-cages-what-comes-next2023-01-24https://aicouncil.com/talks25/the-unreasonable-effectiveness-of-product-sense2025-11-30https://aicouncil.com/speakers-archive/nishith-agarwal2019-12-06https://aicouncil.com/talks25/how-to-interpret-and-explain-your-black-box-models2025-11-30https://aicouncil.com/talks-0/genomic-data-analysis-with-spark-hadoop2022-04-29https://aicouncil.com/talks24/track-host-data-organizations-ethics2024-01-16https://aicouncil.com/talks24/running-enterprise-agents-in-production-architecture-and-secure-execution-models2026-02-18https://aicouncil.com/profile/katie-hindson2023-01-31https://aicouncil.com/profile/emmanuel-ameisen2020-07-02https://aicouncil.com/talks-0/the-road-to-exceptional-data-correctness2023-03-09https://aicouncil.com/talks/rag-in-2025-state-of-the-art-and-the-road-forward2025-02-10https://aicouncil.com/talks-0/how-data-is-transforming-politics2022-04-29https://aicouncil.com/profile/naveen-rao2025-03-29https://aicouncil.com/speakers-archive/diego-oppenheimer2022-03-20https://aicouncil.com/talks-archive/analytics-and-the-dark-side-of-the-analytics-development-lifecycle2025-02-27https://aicouncil.com/talks-archive/multi-modal-compute-for-data-analytics2025-02-10https://aicouncil.com/talks-0/causal-data-science-and-modeling2022-04-29https://aicouncil.com/talks-0/building-systems-to-monitor-data-and-model-health-in-production-systems2022-04-29https://aicouncil.com/profile/eric-jones2023-01-21https://aicouncil.com/profile/sumti-jairath2025-03-21https://aicouncil.com/talks-0/introducing-lolpop-an-open-source-framework-for-machine-learning-workflows2024-01-04https://aicouncil.com/profile/gideon-mann2019-10-28https://aicouncil.com/talks24/the-reality-of-building-a-modern-ai-data-stack2024-01-30https://aicouncil.com/talks25/scaling-genai-agentic-workflows-for-practical-solutions-with-zerve2025-11-30https://aicouncil.com/speakers-archive/ville-tuulos2021-11-09https://aicouncil.com/speakers-archive/viktor-gamov2019-12-06https://aicouncil.com/speakers-archive/colin-nichols2019-12-06https://aicouncil.com/talks25/data-lake-cdc-are-we-there-yet2026-02-18https://aicouncil.com/talks26/mesa-building-a-personalized-messaging-system-at-netflix2026-03-09https://aicouncil.com/profile/bart-palmer2023-06-30https://aicouncil.com/talks-0/macrobase-a-search-engine-for-fast-data-streams2022-04-29https://aicouncil.com/format-wars-from-vhs-and-beta-to-avro-and-parquethttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Stephen_OSullivan_SV_Data_Science_DataEngConf.pngStephenOSullivanSVDataScienceDataEngConfStephenOSullivanSVDataScienceDataEngConfhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Silvia_Torres_SV_Data_Science_DataEngConf.pngSilviaTorresSVDataScienceDataEngConfSilviaTorresSVDataScienceDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-09-20https://aicouncil.com/talks25/ai-ethics-and-fairness-sf202025-11-30https://aicouncil.com/how-apache-superset-and-druid-power-real-time-analytics-at-airbnbhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Maxime_Beauchemin_Airbnb_DataEngConf.pngMaximeBeaucheminAirbnbDataEngConfMaximeBeaucheminAirbnbDataEngConf2018-01-10https://aicouncil.com/blog/how-to-build-a-data-pipeline-that-handles-hundreds-of-different-inputshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-01-25https://aicouncil.com/speakers-archive/daragh-sibley2019-12-06https://aicouncil.com/speakers/ram-sriharsha2025-12-02https://aicouncil.com/talks-0/automl-the-assembly-line-of-machine-learning2022-04-29https://aicouncil.com/talks/continuous-data-pipeline-for-real-time-benchmarking-and-data-set-augmentation2024-01-03https://aicouncil.com/talks25/ai-launchpad-2025-topk2025-11-30https://aicouncil.com/talks-0/the-first-data-hires-guide-to-the-modern-data-stack2023-01-21https://aicouncil.com/talks24/building-a-knowledge-graph-platform-from-billions-of-unstructured-online-sources-using-ai2024-01-16https://aicouncil.com/talks25/ai-your-way-with-all-in-one-access2025-11-30https://aicouncil.com/talks25/optimizing-time-to-data-through-streams-and-data-abstraction2025-11-30https://aicouncil.com/talks24/everything-everywhere-all-at-once-object-store-native2025-03-03https://aicouncil.com/speakers/yair-weinberger2025-12-02https://aicouncil.com/speakers/kathy-baxter2025-12-02https://aicouncil.com/talks26/how-to-become-indispensable-fundamentals-of-giving-a-fck2026-03-09https://aicouncil.com/talks-0/privacy-techniques-for-data-science2022-04-29https://aicouncil.com/talks25/building-an-open-data-lake-house-using-trino-and-apache-iceberg2025-11-30https://aicouncil.com/profile/joerg-schad2019-08-30https://aicouncil.com/talks25/end-to-end-exactly-once-aggregation-over-ad-streams2025-11-30https://aicouncil.com/profile/nick-schrock2019-03-14https://aicouncil.com/talks-archive/scale-processes-not-people-how-data-teams-do-more-with-less-by-adopting-software-engineering-best-practices2019-07-31https://aicouncil.com/talks26/a-local-first-approach-to-extremely-fast-streaming-visualization2026-03-09https://aicouncil.com/talks26/the-unofficial-guide-to-apples-private-cloud-compute2026-03-09https://aicouncil.com/talks-archive/the-customer-as-the-unit-of-analysis-models-metrics-and-a-multitude-of-uses2019-07-31https://aicouncil.com/speaker/functional-data-engineering-a-set-of-best-practices2021-11-03https://aicouncil.com/talks-archive/building-a-distributed-data-access-layer-for-analytics-on-any-cloud2019-07-31https://aicouncil.com/talks-0/converging-database-architectures-duckdb-in-postgresql2025-02-10https://aicouncil.com/talks25/data-apps-data-warehouse-as-a-platform2025-11-30https://aicouncil.com/speaker-bio/nick-ursa2019-02-25https://aicouncil.com/speaker/track-host-data-platforms-and-pipelines2021-11-03https://aicouncil.com/talks-0/building-a-data-powered-sales-intelligence-platform2022-04-29https://aicouncil.com/talks24/pydantic-an-opinionated-blueprint-for-the-future-of-genai-applications2025-02-20https://aicouncil.com/talks/building-systems-to-monitor-data-and-model-health-in-production-systems2024-01-03https://aicouncil.com/talks-archive/track-host-data-science-ai-impact-on-business2019-08-29https://aicouncil.com/speakers-archive/ian-whitestone2023-01-13https://aicouncil.com/talks26/building-21st-century-data-science-and-data-engineering-teams2026-03-09https://aicouncil.com/talks-0/track-host-hero-engineering-and-databases2022-04-29https://aicouncil.com/talks24/how-beam-uses-code-based-dashboards-to-scale-analytics-products2024-01-16https://aicouncil.com/profile/david-margulies2024-02-21https://aicouncil.com/talks25/processing-geographic-data-at-internet-scale2025-11-30https://aicouncil.com/talks-0/what-does-it-take-to-build-a-postgres-specialized-data-movement-tool2024-02-21https://aicouncil.com/speakers-archive/matt-fuller2023-01-21https://aicouncil.com/talks24/ai-challenges-in-customer-care-automation2024-01-16https://aicouncil.com/speakers/maria-crosas-batista2025-12-02https://aicouncil.com/talks24/building-a-unified-feature-platform-with-duckdb-and-arrow2024-01-16https://aicouncil.com/profile/d-sivakumar2023-01-13https://aicouncil.com/profile/frank-mcsherry2019-03-14https://aicouncil.com/talks-archive/issue-with-tracking-fail-that-build2019-09-25https://aicouncil.com/talks26/ai-ethics-and-fairness-sf202026-03-09https://aicouncil.com/speakers/slater-stich2025-12-02https://aicouncil.com/speakers/jose-serrano2025-12-02https://aicouncil.com/talks/typesafe-ai2026-03-31https://aicouncil.com/talks-0/emotion-recognition-in-images-and-text2022-04-29https://aicouncil.com/talks25/when-your-ai-agent-runs-for-16-days-straight2026-03-14https://aicouncil.com/talks/tapeagents-a-powerful-framework-for-building-and-optimizing-ai-agents2025-02-10https://aicouncil.com/talks26/the-trade-off-between-strict-validation-and-accepting-anything2026-03-09https://aicouncil.com/talks/data-science-and-insights-sf202024-01-03https://aicouncil.com/talks25/scaling-model-training-from-flexible-training-apis-to-resource-management-with-kubernetes2025-11-30https://aicouncil.com/speaker/predicting-chaotic-systems-with-sparse-data-lessons-from-numerical-weather-prediction2021-11-03https://aicouncil.com/profile/alvaro-soto2021-12-14https://aicouncil.com/talks25/the-power-of-low-latency-data-for-ai-apps2025-11-30https://aicouncil.com/talks26/track-host-streaming-systems2026-03-09https://aicouncil.com/speakers/jeff-chao2025-12-02https://aicouncil.com/talks-0/an-update-on-scikit-learn2022-04-29https://aicouncil.com/talks-archive/data-science-in-the-enterprise2019-07-31https://aicouncil.com/profile/ryanne-dolan2024-01-27https://aicouncil.com/talks/anomaly-detection-for-real-world-systems2024-01-03https://aicouncil.com/talks26/stop-making-models-bigger.-make-them-behave2026-03-27https://aicouncil.com/speaker-bio/ashvin-agrawal2019-02-25https://aicouncil.com/talks-archive/using-ai-mathematics-and-statistics-to-find-similar-data-in-massive-data-ecosystems2024-01-04https://aicouncil.com/speakers/nikhil-simha2025-12-02https://aicouncil.com/talks25/conversation-simulator-a-real-life-use-case-leveraging-openais-api2025-11-30https://aicouncil.com/talks-archive/forgiveness-not-permission-running-agents-on-production-data2026-03-01https://aicouncil.com/speakers-archive/george-talbot2019-12-06https://aicouncil.com/speakers-archive/miguel-paredes2024-03-14https://aicouncil.com/talks26/text-to-sql-is-not-the-answer-how-to-effectively-use-ai-for-analytics2026-03-09https://aicouncil.com/talks25/the-future-of-data-engineering-from-unstructured-to-structured-in-an-agentic-data-era2025-11-30https://aicouncil.com/speakers/xinlu-huang2025-12-02https://aicouncil.com/talks26/latency-is-the-mind-killer-its-time-to-reimagine-data-interactions2026-03-09https://aicouncil.com/speakers/kishore-gopalakrishna2025-12-02https://aicouncil.com/speakers-archive/rohan-kodialam2026-02-18https://aicouncil.com/speakers/reza-shiftehfar2025-12-02https://aicouncil.com/talks-archive/data-product-success-aligning-with-datas-core-purpose-a-framework-for-data-product-management-for-increasing-adoption-and-user-love2023-02-02https://aicouncil.com/lessons-in-hiring-data-scientistshttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/genevieve.pnggenevievegenevievehttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-12-07https://aicouncil.com/talks24/agentic-architecture-to-reduce-decision-paralysis2024-03-14https://aicouncil.com/profile/julien-le-dem2019-03-14https://aicouncil.com/talks-archive/data-for-the-992019-07-31https://aicouncil.com/talks-0/how-to-use-your-development-data-to-make-llms-code-like-you-and-your-team2024-01-30https://aicouncil.com/talks24/stop-making-models-bigger.-make-them-behave2026-03-27https://aicouncil.com/speakershttps://www.datacouncil.ai/hubfs/Austin%20Speaker%20Header-1.pngAustinSpeakerHeader1AustinSpeakerHeader1https://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Untitled%20design.pngUntitleddesignUntitleddesignhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2025-12-02https://aicouncil.com/talks-archive/rag-in-2025-state-of-the-art-and-the-road-forward-22026-01-12https://aicouncil.com/talks/ai-ethics-and-fairness-sf202024-01-03https://aicouncil.com/profile/chris-wiggins2019-03-14https://aicouncil.com/talks-archive/effective-management-of-high-volume-numeric-data-with-histograms2019-07-31https://aicouncil.com/talks26/delivering-ml-models-the-safe-and-sane-way2026-03-09https://aicouncil.com/talks-0/data-at-startups-panel-singapore-20192022-04-29https://aicouncil.com/talks24/beyond-kafka-cutting-costs-and-complexity-with-warpstream-and-s32024-02-20https://aicouncil.com/talks-archive/ai-launchpad-2025-tower2025-03-18https://aicouncil.com/speaker-bio/manojit-nandi2019-02-25https://aicouncil.com/talks25/innovating-with-open-generative-ai2025-11-30https://aicouncil.com/talks-0/bringing-accuracy-and-predictability-to-softwares-most-intractable-problem-forecasting-development-timelines-and-on-time-delivery2023-12-19https://aicouncil.com/talks/building-a-lean-ai-startup-lessons-learned2024-01-03https://aicouncil.com/talks/kubernetes-as-a-streaming-data-platform-a-federated-operator-approach2024-01-03https://aicouncil.com/talks24/rising-tides-with-radical-transparency-why-and-how-to-open-source-your-data-platform2024-01-29https://aicouncil.com/talks25/predictive-auto-scaling-at-mongodb2025-11-30https://aicouncil.com/talks-0/track-host-core-data-engineering2022-04-29https://aicouncil.com/talks24/notes-from-the-field-on-building-an-effective-ab-testing-program2024-01-16https://aicouncil.com/talks-0/creating-and-powering-intelligent-assistants2022-04-29https://aicouncil.com/speakers-archive/skip-everling2025-03-10https://aicouncil.com/profile/dave-garcia2019-08-26https://aicouncil.com/talks-archive/the-end-of-data-governance-as-we-know-it2024-01-27https://aicouncil.com/talks/make-too-much-knowledge-just-enough.-massive-scale-rag-and-graphrag-with-open-source2025-03-13https://aicouncil.com/talks-0/how-to-build-a-responsible-ai-practice2022-04-29https://aicouncil.com/talks/simulation-based-inference-advantages-over-a-b-testing-in-real-estate2024-01-03https://aicouncil.com/talks/how-to-change-a-city-with-data-science2024-01-03https://aicouncil.com/talks/why-you-shouldnt-care-about-iceberg2024-01-03https://aicouncil.com/speakers/dave-garcia2025-12-02https://aicouncil.com/speaker-bio/ruben-kogel2019-02-25https://aicouncil.com/profile/sumedh-pathak2019-03-14https://aicouncil.com/talks25/how-to-build-a-responsible-ai-practice2025-11-30https://aicouncil.com/profile/rui-lopes2025-03-24https://aicouncil.com/profile/erin-palmer2019-03-14https://aicouncil.com/talks26/building-a-reliable-secure-and-efficient-event-ingestion-pipeline2026-03-09https://aicouncil.com/talks/operating-multi-tenant-kafka-services-for-developers-on-heroku2024-01-03https://aicouncil.com/talks26/behind-the-curtain-what-it-takes-to-support-the-worlds-most-popular-open-source-communities2026-03-09https://aicouncil.com/talks-0/enabling-data-centric-solutions-through-modern-schema-management2024-01-27https://aicouncil.com/timescaledb-rearchitecting-a-sql-database-for-time-series-datahttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/Mike%20Freedman.pngMikeFreedmanMikeFreedman2018-05-15https://aicouncil.com/speaker/anomaly-detection-for-data-quality-and-metric-shifts-at-netflix2021-11-03https://aicouncil.com/profile/yury-selivanov2026-03-01https://aicouncil.com/talks-0/revolutionize-ai-engineering-with-autogen2025-02-10https://aicouncil.com/profile/raghu-murthy2019-03-14https://aicouncil.com/resolving-transactional-access-and-analytic-performance-trade-offs-in-apache-hadoop-with-apache-kuduhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/DataEngConf/SF16/Todd%20Lipcon.pngToddLipconToddLipcon2018-01-30https://aicouncil.com/talks-archive/machine-learning-infrastructure-at-an-early-stage2019-07-31https://aicouncil.com/talks25/bringing-trillions-to-reality-how-sambanovas-memory-centric-design-powers-agentic-ai-and-genai-workflows-for-enterprise-data2025-11-30https://aicouncil.com/profile/karthik-ranganathan2019-04-01https://aicouncil.com/talks-0/data-governance-is-not-the-governance-of-data2025-02-27https://aicouncil.com/speakers-archive/jeffrey-doker2019-12-06https://aicouncil.com/talks24/llms-semantic-layer-self-serve-has-entered-the-chat2024-01-16https://aicouncil.com/speakers-archive/bart-palmer2023-06-30https://aicouncil.com/talks24/the-data-practitioners-guide-to-data-discovery2024-01-16https://aicouncil.com/speakers/michael-eastham2025-12-02https://aicouncil.com/profile/mike-conover2019-03-14https://aicouncil.com/talks24/how-to-build-your-own-model-router2025-03-06https://aicouncil.com/speakers-archive/arvind-prabhakar2025-04-18https://aicouncil.com/talks-0/the-art-of-data-reimagining-creative-processes-with-data-culture2025-02-14https://aicouncil.com/talks-archive/presto-optimizing-performance-of-sql-on-anything2019-07-31https://aicouncil.com/speaker/automating-modeling-pipelines2021-11-03https://aicouncil.com/profile/barr-moses2019-03-14https://aicouncil.com/talks25/data-science-in-the-enterprise2025-11-30https://aicouncil.com/talks24/pitfalls-and-challenges-of-ml-powered-applications2024-01-16https://aicouncil.com/talks24/a-trillion-rows-per-second-as-a-foundation-for-interactive-analytics2024-01-16https://aicouncil.com/speakers-archive/aaron-richter-phd2023-01-13https://aicouncil.com/speakers-archive/mohammad-shahangian2019-12-06https://aicouncil.com/talks-archive/bighead-airbnbs-end-to-end-machine-learning-platform2019-07-31https://aicouncil.com/talks25/how-to-use-your-development-data-to-make-llms-code-like-you-and-your-team2025-11-30https://aicouncil.com/talks25/causal-inference-making-the-right-intervention2025-11-30https://aicouncil.com/talks25/agi-is-already-here-but-its-not-what-you-think2025-11-30https://aicouncil.com/talks/data-access-for-data-science2024-01-03https://aicouncil.com/speakers-archive/nikita-shamgunov2026-03-31https://aicouncil.com/talks24/getting-roi-from-experimentation-how-ab-experimentation-plays-out-in-organizations2024-01-16https://aicouncil.com/talks-archive/how-engineer-angels-evaluate-data-oriented-companies2019-07-31https://aicouncil.com/talks25/lets-teach-claude-code-semantic-code-search-with-turbopuffer2026-03-27https://aicouncil.com/profile/kyle-eaton2021-11-02https://aicouncil.com/speakers-archive/jonathan-talmi2024-01-04https://aicouncil.com/talks-archive/liberate-analytical-data-management-with-duckdb2025-02-10https://aicouncil.com/talks-archive/interactive-exploratory-analytics-with-druid2019-07-31https://aicouncil.com/talks-archive/evolving-stitch-fix-data-platform-for-data-lineage2019-07-31https://aicouncil.com/talks25/define-once-evaluate-anywhere-building-repeatable-and-correct-features-at-stripe2025-11-30https://aicouncil.com/profile/vijay-gill2019-03-14https://aicouncil.com/talks26/enterprise-data-science-comes-of-age2026-03-09https://aicouncil.com/talks25/streamlining-entry-into-streaming-analytics-with-jupyterhub-and-apache-flink2025-11-30https://aicouncil.com/talks/data-architecture-101-for-your-business2024-01-03https://aicouncil.com/speakers/jake-thomas2025-12-02https://aicouncil.com/talks/data-at-startups-panel-singapore-20192024-01-03https://aicouncil.com/talks24/rags-to-riches-engineering-the-future-of-llm-systems2025-03-25https://aicouncil.com/talks25/building-a-knowledge-graph-using-messy-real-estate-data2025-11-30https://aicouncil.com/talks25/cockroachdb-architecture-of-a-geo-distributed-sql-database2025-11-30https://aicouncil.com/talks24/how-data-is-transforming-politics2024-01-16https://aicouncil.com/profile/brenna-buuck2024-01-04https://aicouncil.com/talks26/ml-platforms-sf202026-03-09https://aicouncil.com/speakers/max-schmitt2026-02-18https://aicouncil.com/talks/how-to-be-a-10x-analyst2024-01-03https://aicouncil.com/speakers/burak-yavuz2025-12-02https://aicouncil.com/talks26/running-millions-of-millisecond-ai-sandboxes-without-breaking-the-piggy-bank2026-03-31https://aicouncil.com/talks25/sparklens-understanding-the-scalability-limits-of-spark-applications2025-11-30https://aicouncil.com/talks26/weld-accelerating-data-science-by-100x2026-03-09https://aicouncil.com/talks24/dashboards-dashboards-everywhere-how-to-fix-analytics-collaboration2024-01-16https://aicouncil.com/speaker-bio/gideon-mendels2019-02-25https://aicouncil.com/talks/format-wars-from-vhs-and-beta-to-avro-and-parquet2024-01-03https://aicouncil.com/talks25/from-concurrency-control-to-concurrent-scheduling2025-11-30https://aicouncil.com/speaker-bio/brian-bloniarz2019-02-25https://aicouncil.com/talks24/the-end-of-history-convergence-of-batch-and-realtime-data-technologies2024-01-16https://aicouncil.com/talks24/avoiding-lock-in-with-oss2024-01-16https://aicouncil.com/speakers-archive/sean-glover2019-12-06https://aicouncil.com/profile/jergu%C5%A1-lejko2025-03-18https://aicouncil.com/talks/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet2024-01-12https://aicouncil.com/talks25/scaling-up-spark-at-facebook-a-60tb-production-use-case2025-11-30https://aicouncil.com/talks/identity-is-the-bottleneck-why-agents-force-a-new-security-model2026-03-27https://aicouncil.com/talks/building-an-llm-powered-analytics-slack-bot-at-twitch2025-02-10https://aicouncil.com/talks-0/compound-ai-systems-for-modern-application-development2025-02-10https://aicouncil.com/speakers/grace-huang2025-12-02https://aicouncil.com/speakers/jack-klamer2025-12-02https://aicouncil.com/talks-archive/building-a-flexible-data-platform-for-llm-training-data2024-01-08https://aicouncil.com/talks-archive/everything-everywhere-all-at-once-object-store-native2025-03-03https://aicouncil.com/talks25/introduction-to-google-deepminds-models-gemini-2.0-imagen-3-and-veo2025-11-30https://aicouncil.com/speakers/michelle-ufford-winters2025-12-02https://aicouncil.com/talks-archive/using-apache-spark-for-processing-trillions-of-records-each-day-at-datadog2019-07-31https://aicouncil.com/talks26/the-case-for-metadata-for-machine-learning-platforms2026-03-09https://aicouncil.com/talks-0/ai-launchpad-2025-tower2025-03-18https://aicouncil.com/speaker-bio/67404343652019-02-25https://aicouncil.com/talks26/a-machine-learning-approach-to-optimize-prices-during-clearance-sales-at-mango2026-03-09https://aicouncil.com/talks24/statistical-and-computational-challenges-of-real-time-news-clustering2024-01-16https://aicouncil.com/talks26/building-influxdb-3-core-a-real-time-columnar-db-and-data-processor-on-object-storage2026-03-09https://aicouncil.com/speaker-bio/hossein-azari2019-02-25https://aicouncil.com/talks26/easy-scalable-fault-tolerant-stream-processing-with-structured-streaming-in-apache-spark2026-03-09https://aicouncil.com/talks/dont-let-your-ml-models-decay2024-01-03https://aicouncil.com/intro-to-spark-fundamentals-workshophttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert12017-03-20https://aicouncil.com/profile/shoumik-palkar2019-03-14https://aicouncil.com/talks/sid-anand-committee-member-track-host2024-01-03https://aicouncil.com/speaker-bio/jeiran-jahani2019-02-25https://aicouncil.com/talks26/the-agent-attack-surface-why-ai-is-breaking-software-security-as-we-know-it2026-03-14https://aicouncil.com/speakers/kamil-bajda-pawlikowski2025-12-02https://aicouncil.com/talks/how-spotify-distills-terabytes-of-raw-data-into-meaningful-music-recommendations2024-01-03https://aicouncil.com/speakers/juliet-hougland2025-12-02https://aicouncil.com/speakers-archive/tobias-lunt2024-02-20https://aicouncil.com/talks25/mozilla-ai2026-03-31https://aicouncil.com/speakers-archive/robert-martin-short2026-03-27https://aicouncil.com/talks-archive/optimizing-time-to-data-through-streams-and-data-abstraction2019-07-31https://aicouncil.com/speakers-archive/ashwin-bharambe2025-04-17https://aicouncil.com/profile/mark-grover2020-02-26https://aicouncil.com/talks25/statsig-scaling-experimentation-to-20-billion-users2025-11-30https://aicouncil.com/speakers-archive/nick-ursa2019-12-06https://aicouncil.com/talks/from-silo-to-scale-how-data-infrastructures-evolved-to-bring-more-data-to-more-people2024-03-09https://aicouncil.com/talks24/elastic-big-data-platform-at-datadog2024-01-16https://aicouncil.com/talks26/twitter-heron-the-path-towards-elastic-streaming2026-03-09https://aicouncil.com/talks/talking-bayes-to-business-a-b-testing-use-case2024-01-03https://aicouncil.com/profile/ofer-mendelevitch2024-01-04https://aicouncil.com/profile/jeffrey-chou2023-02-02https://aicouncil.com/speakers/erik-edelmann2025-12-02https://aicouncil.com/speakers/jacek-migdal2025-12-02https://aicouncil.com/profile/xaquin-gv2019-10-02https://aicouncil.com/talks/parsing-of-diverse-healthcare-data2024-01-03https://aicouncil.com/profile/ben-reinhardt2019-06-20https://aicouncil.com/talks24/open-data-foundations-across-hudi-iceberg-and-delta2024-01-16https://aicouncil.com/talks26/a-multi-armed-bandit-framework-for-recommendations-at-netflix2026-03-09https://aicouncil.com/speakers/ryanne-dolan2025-12-02https://aicouncil.com/talks26/how-to-build-a-responsible-ai-practice2026-03-09https://aicouncil.com/talks25/appifying-data-science-workflows-to-create-composable-user-friendly-data-pipeline-products2025-11-30https://aicouncil.com/talks/track-host-startups-new-york-20182024-01-03https://aicouncil.com/talks-archive/build-reliable-voice-agents-with-durable-execution2026-03-27https://aicouncil.com/talks/causal-data-science2024-01-03https://aicouncil.com/talks/michelangelo-gallery-scalable-machine-learning-model-management-at-uber2024-01-03https://aicouncil.com/talks-archive/behind-the-curtain-what-it-takes-to-support-the-worlds-most-popular-open-source-communities2023-01-13https://aicouncil.com/profile/kenneth-sanford2019-03-14https://aicouncil.com/talks24/accelerating-machine-learning-with-training-data-management2024-01-16https://aicouncil.com/talks/a-nation-of-immigrants-the-data-sciences2024-01-03https://aicouncil.com/talks/unified-data-experience-unleashing-the-value-of-bp-data2024-02-21https://aicouncil.com/profile/peter-wang2022-01-28https://aicouncil.com/talks/kafka-streams-in-production-from-use-case-to-monitoring2024-01-03https://aicouncil.com/talks25/easy-scalable-fault-tolerant-stream-processing-with-structured-streaming-in-apache-spark2025-11-30https://aicouncil.com/talks26/distributed-sql-databases-deconstructed2026-03-09https://aicouncil.com/speakers/paul-cothenet2025-12-02https://aicouncil.com/talks/why-dbt-acquired-sdf-how-a-small-team-built-true-sql-comprehension2024-03-26https://aicouncil.com/talks-0/conversation-simulator-a-real-life-use-case-leveraging-openais-api2023-01-13https://aicouncil.com/speaker-bio/marco-bressan2019-02-25https://aicouncil.com/profile/zach-kulis2019-10-10https://aicouncil.com/speakers/zhou-sun2025-12-02https://aicouncil.com/speakers/vitaly-gordon2025-12-02https://aicouncil.com/talks24/building-llm-applications-with-llama-stack2025-03-13https://aicouncil.com/speakers/hamilton-ulmer2025-12-02https://aicouncil.com/speakers-archive/sanjay-krishnan2019-12-06https://aicouncil.com/speakers/prukalpa-sankar2025-12-02https://aicouncil.com/talks-archive/prediction-based-decisions-and-fairness-choices-assumptions-and-definitions2019-10-28https://aicouncil.com/talks24/case-studies-from-a-methodologist-on-an-experimentation-platform2024-01-16https://aicouncil.com/talks-archive/unified-data-experience-unleashing-the-value-of-bp-data2024-02-21https://aicouncil.com/talks24/the-fun-sized-mlops-stack-from-scratch2024-01-16https://aicouncil.com/talks24/how-to-unlock-enterprise-value-by-training-your-own-language-models2026-02-18https://aicouncil.com/talks-0/responsible-ai-model-interpretability-and-fairness2022-04-29https://aicouncil.com/speakers-archive/dwarak-rajagopal2026-03-31https://aicouncil.com/talks/systemml-spark-a-framework-for-scalable-data-science-algorithm-development2024-01-03https://aicouncil.com/talks25/working-outside-the-box-the-journey-to-figjam-ai2025-11-30https://aicouncil.com/talks-0/python-over-data-lakes-declarative-environments-data-management-and-other-things-with-feathers2025-02-10https://aicouncil.com/talks-0/data-apps-data-warehouse-as-a-platform2022-04-29https://aicouncil.com/profile/eric-sammer2022-12-06https://aicouncil.com/talks26/dagster-workflows-for-data-science-machine-learning-and-data-engineering2026-03-09https://aicouncil.com/speakers/yaroslav-tkachenko2025-12-02https://aicouncil.com/talks/predictive-auto-scaling-at-mongodb2024-01-26https://aicouncil.com/profile/matthew-rocklin2024-01-10https://aicouncil.com/profile/prasanna-padmanabhan2020-01-13https://aicouncil.com/talks/data-pipeline-frameworks-the-dream-and-the-reality2024-01-03https://aicouncil.com/talks26/amundsen-from-discovering-data-to-securing-data2026-03-09https://aicouncil.com/talks26/ai-launchpad-2025-topk2026-03-09https://aicouncil.com/talks/malloy-an-experimental-language-for-data2024-01-03https://aicouncil.com/talks-archive/building-developer-tools-at-the-right-level-of-abstraction2019-07-31https://aicouncil.com/talks-archive/fighting-churn-with-data2019-07-31https://aicouncil.com/talks/when-your-ai-agent-runs-for-16-days-straight2026-03-14https://aicouncil.com/talks-archive/llms-for-data-science2025-02-20https://aicouncil.com/talks25/data-architecture-101-for-your-business2025-11-30https://aicouncil.com/speakers/chris-hausler2025-12-02https://aicouncil.com/talks26/getting-roi-from-experimentation-how-ab-experimentation-plays-out-in-organizations2026-03-09https://aicouncil.com/speaker-bio/lucy-wang2019-02-25https://aicouncil.com/profile/eric-warner2024-01-04https://aicouncil.com/talks-archive/testing-for-bias-in-production-ml-services2019-07-31https://aicouncil.com/talks-0/beyond-50000-partitions-how-heroku-pushes-the-limits-of-kafka-at-scale2022-04-29https://aicouncil.com/talks-archive/computer-vision-ai-to-disrupt-digital-advertising2019-07-31https://aicouncil.com/talks/ten-years-of-building-open-source-standards-242024-03-14https://aicouncil.com/talks-0/scalable-data-ingestion-architecture-using-airflow-and-spark2022-04-29https://aicouncil.com/talks-0/what-is-a-dataset-emerging-core-concepts-in-the-modern-data-stack2022-04-29https://aicouncil.com/talks-archive/how-to-build-a-data-stack-that-your-company-actually-uses2024-01-30https://aicouncil.com/speakers-archive/mike-freedman2019-12-06https://aicouncil.com/profile/katie-bauer2023-01-13https://aicouncil.com/talks-archive/validating-evolving-anonymizing-data-in-real-time2019-09-18https://aicouncil.com/talks-archive/unified-streambatch-execution-with-ibis2024-01-29https://aicouncil.com/profile/iaroslav-zeigerman2024-01-17https://aicouncil.com/talks24/ten-years-of-building-open-source-standards-242024-03-14https://aicouncil.com/talks26/how-to-make-security-data-actionable-with-graph-theory2026-03-09https://aicouncil.com/talks24/the-future-of-business-intelligence2024-01-16https://aicouncil.com/talks-0/how-to-become-indispensable-fundamentals-of-giving-a-fck2025-02-10https://aicouncil.com/talks-0/scaling-a-relational-database-for-the-cloud-age2022-04-29https://aicouncil.com/speaker-bio/jerome-nilmeier2019-02-25https://aicouncil.com/talks-0/making-moves-with-arrow-data-introducing-arrow-database-connectivity-adbc2023-01-31https://aicouncil.com/speaker/building-a-music-analytics-pipeline-at-pandora2021-11-03https://aicouncil.com/profile/willem-pienaar2019-03-14https://aicouncil.com/speakers/ashwin-bharambe2025-12-02https://aicouncil.com/profile/saurabh-bajaj2019-03-14https://aicouncil.com/talks-archive/type-safe-data-processing-and-machine-learning-pipelines-with-flyte-and-pandera2021-11-30https://aicouncil.com/profile/colin-nichols2019-04-03https://aicouncil.com/talks26/on-the-margins-insights-vs-reporting2026-03-09https://aicouncil.com/talks26/building-a-knowledge-graph-platform-from-billions-of-unstructured-online-sources-using-ai2026-03-09https://aicouncil.com/talks24/building-systems-to-monitor-data-and-model-health-in-production-systems2024-01-16https://aicouncil.com/talks25/data-mesh-buzzword-or-the-right-guide-towards-a-tactical-recipe-to-improve-event-data-quality2025-11-30https://aicouncil.com/blog/how-data-has-evolved-at-the-new-york-timeshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-12-27https://aicouncil.com/talks25/data-products-arent-just-for-data-teams2025-11-30https://aicouncil.com/talks-0/data-in-privacy-out-data-streams-for-the-privacy-age-with-strm-privacy2022-04-29https://aicouncil.com/talks-0/move-fast-and-dont-break-things-how-to-build-a-data-platform-that-scales-with-your-organization2024-02-08https://aicouncil.com/speakers/keiji-yoshida2025-12-02https://aicouncil.com/talks-0/dashboards-dashboards-everywhere-how-to-fix-analytics-collaboration2022-04-29https://aicouncil.com/talks25/enterprise-data-science-comes-of-age2025-11-30https://aicouncil.com/profile/brian-bloniarz2019-03-14https://aicouncil.com/talks-archive/scaling-the-best-healthcare-to-everyone-with-ai2019-07-31https://aicouncil.com/talks/how-investors-think-about-data2024-01-03https://aicouncil.com/speakers-archive/grace-huang2020-07-27https://aicouncil.com/talks25/elastic-big-data-platform-at-datadog2025-11-30https://aicouncil.com/profile/andrew-dworschak2024-02-20https://aicouncil.com/profile/timo-walther2019-03-14https://aicouncil.com/profile/kyle-kirwan2023-01-31https://aicouncil.com/speaker-bio/carolyn-huangci2019-02-25https://aicouncil.com/speakers/james-le2026-03-31https://aicouncil.com/talks26/bike-sharing-revenue-maximization2026-03-09https://aicouncil.com/speakers/daniel-olmedilla2025-12-02https://aicouncil.com/talks26/keynote-real-time-data-infrastructure-and-ai-powering-the-next-generation-of-analytics2026-03-09https://aicouncil.com/talks-archive/building-a-knowledge-graph-using-messy-real-estate-data2019-10-28https://aicouncil.com/talks26/functional-data-engineering-a-set-of-best-practices2026-03-09https://aicouncil.com/talks/like-legos-but-better-an-interactive-workshop-on-the-building-blocks-of-user-segmentation-with-reverse-etl2024-01-03https://aicouncil.com/profile/sameer-yami2019-03-14https://aicouncil.com/talks25/context-engineering-at-the-frontier2026-03-01https://aicouncil.com/talks24/cost-containment-a-critical-piece-of-your-data-teams-roi2024-01-17https://aicouncil.com/profile/jeiran-jahani2019-03-14https://aicouncil.com/profile/nicholas-ursa2023-01-24https://aicouncil.com/talks-0/modern-data-management-how-to-set-your-data-team-up-for-success2023-01-31https://aicouncil.com/talks26/building-bots-building-blocks-how-forbes-experiments-evaluates-and-kills-data-driven-bots2026-03-09https://aicouncil.com/speakers/mayukh-bhaowal2025-12-02https://aicouncil.com/speakers-archive/lindsay-murphy2024-01-17https://aicouncil.com/speakers-archive/katie-hindson2023-01-31https://aicouncil.com/speakers/raghu-murthy2025-12-02https://aicouncil.com/using-causal-forests-for-subpopulation-identification-in-randomized-clinical-trialshttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/james-faghmous.pngjamesfaghmousjamesfaghmoushttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-12-20https://aicouncil.com/talks25/ottobot-productionizing-llm-models2025-11-30https://aicouncil.com/talks25/pydantic-an-opinionated-blueprint-for-the-future-of-genai-applications2025-11-30https://aicouncil.com/talks25/case-studies-from-a-methodologist-on-an-experimentation-platform2025-11-30https://aicouncil.com/speaker/operating-multi-tenant-kafka-services-for-developers-on-heroku2021-11-03https://aicouncil.com/speakers/gerard-maas2025-12-02https://aicouncil.com/blog/10-unique-gift-ideas-for-data-scientists-and-engineershttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Events%20Gallery/bcn18/_MG_7268-min.jpgMG7268minMG7268min2020-06-25https://aicouncil.com/talks-0/billion-scale-vector-search-on-object-storage2025-02-10https://aicouncil.com/talks-archive/the-unofficial-guide-to-apples-private-cloud-compute2025-03-10https://aicouncil.com/gdpr-panelhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Investor%20Panel/Jocelyn_Goldfein_Zetta_Ventures_Partners_DataEngConf.pngJocelynGoldfeinZettaVenturesPartnersDataEngConfJocelynGoldfeinZettaVenturesPartnersDataEngConfhttps://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/Speakers/Headshots/Alberto%20Betella%20-%20ob.pngAlbertoBetellaobAlbertoBetellaobhttps://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/Speakers/Headshots/Jordi%20Miro.pngJordiMiroJordiMirohttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Pete%20Soderling.pngPeteSoderlingPeteSoderlinghttps://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/Speakers/Headshots/David%20Garcia.pngDavidGarciaDavidGarcia2018-10-19https://aicouncil.com/speakers-archive/zach-mueller2026-01-23https://aicouncil.com/talks24/teamwork-makes-the-open-source-dream-work-the-power-of-cross-community-collaboration2024-01-16https://aicouncil.com/talks24/ai-farming-100x-the-yield-with-a-data-team-of-12024-01-16https://aicouncil.com/speakers-archive/lauren-reeder2023-03-06https://aicouncil.com/profile/sai-srirampur2024-02-28https://aicouncil.com/profile/bryan-bischof2025-01-23https://aicouncil.com/talks25/leveraging-compute2025-11-30https://aicouncil.com/speaker-bio/juliet-hougland2019-02-25https://aicouncil.com/speakers-archive/michael-armbrust2020-03-03https://aicouncil.com/speaker-bio/jonathan-heiliger2019-02-25https://aicouncil.com/talks25/agents-will-need-trillions-of-databases.-lets-give-it-to-them2026-02-25https://aicouncil.com/talks25/building-influxdb-3-core-a-real-time-columnar-db-and-data-processor-on-object-storage2025-11-30https://aicouncil.com/talks/mozilla-ai2026-03-31https://aicouncil.com/talks-0/experiencing-data-as-code-with-dremio-arctic-and-apache-iceberg2023-02-22https://aicouncil.com/speaker/a-nation-of-immigrants-the-data-sciences2021-11-03https://aicouncil.com/talks-archive/innovating-on-software-development2023-01-13https://aicouncil.com/talks26/a-new-science-of-cities-high-resolution-of-economic-complexity-at-the-urban-scale2026-03-09https://aicouncil.com/talks-0/internals-of-slatedb-an-embedded-key-value-store-built-on-object-storage2025-02-10https://aicouncil.com/talks26/causal-inference-making-the-right-intervention2026-03-09https://aicouncil.com/profile/brian-femiano2019-03-14https://aicouncil.com/bloghttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Email%20-%20Top%2010%20(300%20x%20175%20px)%204.35.29%20PM.pngEmailTop10300x175px43529PMEmailTop10300x175px43529PMhttps://www.datacouncil.ai/hubfs/OS%20project%20featured%20image%20March%202021-1.jpegOSprojectfeaturedimageMarch20211OSprojectfeaturedimageMarch20211https://www.datacouncil.ai/hubfs/OS%20project%20PostHog.jpegOSprojectPostHogOSprojectPostHoghttps://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20March%202021.jpegTop10featuredimageMarch2021Top10featuredimageMarch2021https://www.datacouncil.ai/hubfs/dec-top-ten.pngdectoptendectoptenhttps://www.datacouncil.ai/hubfs/Top%2010%20February%202021.pngTop10February2021Top10February2021https://www.datacouncil.ai/hubfs/dec-2024-newsletter.pngdec2024newsletterdec2024newsletterhttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/ll.svgllllhttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/rl.svgrlrlhttps://www.datacouncil.ai/hubfs/Rob%20Woollen.pngRobWoollenRobWoollenhttps://www.datacouncil.ai/hubfs/Volunteer%20Card.pngVolunteerCardVolunteerCardhttps://www.datacouncil.ai/hubfs/Meet%20Track%20Hosts.pngMeetTrackHostsMeetTrackHosts2026-01-16https://aicouncil.com/talks-archive/stream-processing-beyond-streaming-data2019-09-20https://aicouncil.com/talks-0/a-quick-tour-of-the-orchest-oss-project2022-04-29https://aicouncil.com/speaker-bio/peter-lenz2019-02-25https://aicouncil.com/speakers-archive/hugo-bowne-anderson2019-12-06https://aicouncil.com/talks/marquez-a-metadata-service-for-data-abstraction-data-lineage-and-event-based-triggers2024-01-03https://aicouncil.com/speakers/gayathri-venkatesan2025-12-02https://aicouncil.com/speakers/mateo-garc%C3%ADa2025-12-02https://aicouncil.com/talks26/context-engineering-at-the-frontier2026-03-09https://aicouncil.com/talks/ml-in-production-what-does-production-even-mean2024-01-03https://aicouncil.com/speakers-archive/evan-jones2019-12-06https://aicouncil.com/talks24/beyond-next-token-prediction-joint-embeddings-world-models-and-why-natural-language-isnt-enough2026-03-14https://aicouncil.com/talks26/ubers-data-journey-100-pb-with-minute-latency2026-03-09https://aicouncil.com/sponsor-2025https://www.datacouncil.ai/hubfs/databricks-white.pngdatabrickswhitedatabrickswhitehttps://www.datacouncil.ai/hubfs/2-Nov-07-2024-03-07-49-5849-PM.png2Nov0720240307495849PM2Nov0720240307495849PMhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-4990.jpgDataCouncil2024Day2TicoMendozaAll4990DataCouncil2024Day2TicoMendozaAll4990https://www.datacouncil.ai/hubfs/datadog%20white.pngdatadogwhitedatadogwhitehttps://www.datacouncil.ai/hubfs/Special%20Workshop%20Opp-1.pngSpecialWorkshopOpp1SpecialWorkshopOpp1https://www.datacouncil.ai/hubfs/dremio.pngdremiodremiohttps://www.datacouncil.ai/hubfs/DSC_4928-1.jpgDSC49281DSC49281https://www.datacouncil.ai/hubfs/snowflake-1.pngsnowflake1snowflake1https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5882-1.jpgDataCouncil2024Day2TicoMendoza58821DataCouncil2024Day2TicoMendoza58821https://www.datacouncil.ai/hubfs/Community%20Building.pngCommunityBuildingCommunityBuildinghttps://www.datacouncil.ai/hubfs/Recruiting.pngRecruitingRecruitinghttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5925.jpgDataCouncil2024Day2TicoMendoza5925DataCouncil2024Day2TicoMendoza5925https://www.datacouncil.ai/hubfs/austin2022-partners/Censusc%20BW-1.pngCensuscBW1CensuscBW1https://www.datacouncil.ai/hubfs/Sales%20Leads.pngSalesLeadsSalesLeadshttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-4024-1.jpgDataCouncil2024Day1TicoMendozaAll40241DataCouncil2024Day1TicoMendozaAll40241https://www.datacouncil.ai/hubfs/hex_white-1-1.pnghexwhite11hexwhite11https://www.datacouncil.ai/hubfs/7-2.png7272https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5363%20(1).jpgDataCouncil2024Day2TicoMendoza53631DataCouncil2024Day2TicoMendoza53631https://www.datacouncil.ai/hubfs/Thought%20Leadership.pngThoughtLeadershipThoughtLeadershiphttps://www.datacouncil.ai/hubfs/5-Nov-06-2024-09-08-25-1503-PM.png5Nov0620240908251503PM5Nov0620240908251503PMhttps://www.datacouncil.ai/hubfs/aicouncil-light.svgaicouncillightaicouncillighthttps://www.datacouncil.ai/hubfs/Copy%20of%20Data%20Council%20%E2%80%9824%20(2).pngCopyofDataCouncil242CopyofDataCouncil242https://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3988.jpgDataCouncil2024TicoMendoza3988DataCouncil2024TicoMendoza3988https://www.datacouncil.ai/hubfs/partner%20handshake.svgpartnerhandshakepartnerhandshakehttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--2961.jpgDataCouncil2024TicoMendoza2961DataCouncil2024TicoMendoza2961https://www.datacouncil.ai/hubfs/figma-white.pngfigmawhitefigmawhitehttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--2520.jpgDataCouncil2024TicoMendoza2520DataCouncil2024TicoMendoza2520https://www.datacouncil.ai/hubfs/1516867001720.jpg15168670017201516867001720https://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3071.jpgDataCouncil2024TicoMendoza3071DataCouncil2024TicoMendoza3071https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5505.jpgDataCouncil2024Day2TicoMendoza5505DataCouncil2024Day2TicoMendoza5505https://www.datacouncil.ai/hubfs/1-Nov-07-2024-03-07-49-5553-PM.png1Nov0720240307495553PM1Nov0720240307495553PMhttps://www.datacouncil.ai/hubfs/Redis_Logo_White_RGB.pngRedisLogoWhiteRGBRedisLogoWhiteRGBhttps://www.datacouncil.ai/hubfs/3-Nov-07-2024-03-07-49-5971-PM.png3Nov0720240307495971PM3Nov0720240307495971PMhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-4723.jpgDataCouncil2024Day2TicoMendozaAll4723DataCouncil2024Day2TicoMendozaAll4723https://www.datacouncil.ai/hubfs/sponsor-1.jpgsponsor1sponsor1https://www.datacouncil.ai/hubfs/vectara-logo-mesh-dark@2x.pngvectaralogomeshdark2xvectaralogomeshdark2xhttps://www.datacouncil.ai/hubfs/6-3.png6363https://www.datacouncil.ai/hubfs/1516631698455.jpg15166316984551516631698455https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--5207.jpgDataCouncil2024Day2TicoMendoza5207DataCouncil2024Day2TicoMendoza5207https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-3435.jpgDataCouncil2024Day1TicoMendozaAll3435DataCouncil2024Day1TicoMendozaAll3435https://www.datacouncil.ai/hubfs/Awesome%20Side%20Events-1.pngAwesomeSideEvents1AwesomeSideEvents1https://www.datacouncil.ai/hubfs/Anthropic_Logo_1.pngAnthropicLogo1AnthropicLogo1https://www.datacouncil.ai/hubfs/Starburst%20Logo-%20Gold%20Offficial%20.svgStarburstLogoGoldOffficialStarburstLogoGoldOffficialhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza-All-4770-1.jpgDataCouncil2024Day2TicoMendozaAll47701DataCouncil2024Day2TicoMendozaAll47701https://www.datacouncil.ai/hubfs/4-Nov-07-2024-03-07-49-5848-PM.png4Nov0720240307495848PM4Nov0720240307495848PMhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--6035.jpgDataCouncil2024Day2TicoMendoza6035DataCouncil2024Day2TicoMendoza6035https://www.datacouncil.ai/hubfs/Logo-Nov-02-2024-11-21-01-1001-PM.pngLogoNov0220241121011001PMLogoNov0220241121011001PM2024-11-07https://aicouncil.com/talks25/presto-fast-sql-on-anything2025-11-30https://aicouncil.com/talks-0/optimizing-model-training-end-to-end-a-tiny-moe-case-study2026-01-23https://aicouncil.com/talks-archive/latency-is-the-mind-killer-its-time-to-reimagine-data-interactions2023-03-21https://aicouncil.com/speakers-archive/iaroslav-zeigerman2024-01-17https://aicouncil.com/talks24/how-superset-and-druid-power-real-time-analytics-at-airbnb2024-01-16https://aicouncil.com/talks24/blending-event-stream-processing-with-machine-learning-using-the-kafka-ecosystem2024-01-16https://aicouncil.com/talks26/identity-is-the-bottleneck-why-agents-force-a-new-security-model2026-03-27https://aicouncil.com/talks24/how-to-build-a-genai-application-with-vectara-a-step-by-step-guide2024-01-16https://aicouncil.com/talks/twitter-heron-the-path-towards-elastic-streaming2024-01-03https://aicouncil.com/talks-archive/engineering-lessons-learned-by-data-scientists-in-growing-malwarescore-from-kaggle-competition-to-trusted-antivirus-solution2019-07-31https://aicouncil.com/speakers-archive/andrew-hoh2019-12-06https://aicouncil.com/talks24/ai-launchpad-2025-guilde2025-03-18https://aicouncil.com/talks25/how-to-end-the-long-tail-of-most-data-requests2025-11-30https://aicouncil.com/speaker/a-data-engineering-approach-to-solving-problems2021-11-03https://aicouncil.com/talks26/from-prediction-to-uplift-causal-modeling-for-better-decisions2026-03-14https://aicouncil.com/talks/internals-of-slatedb-an-embedded-key-value-store-built-on-object-storage2025-02-10https://aicouncil.com/talks25/building-etl-infrastructure-that-analysts-love2025-11-30https://aicouncil.com/covid-19https://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-09-28https://aicouncil.com/talks/redefining-database-workloads-the-future-with-modern-object-storage2024-01-04https://aicouncil.com/talks24/efficiently-storing-and-calculating-engagement-metrics-at-massive-scale2024-01-16https://aicouncil.com/talks26/the-modern-data-stack-lost-the-war-stop-building-more-dataframe-apis2026-03-09https://aicouncil.com/speaker-bio/matt-seal2019-02-25https://aicouncil.com/talks/the-deconstructed-database-at-datadog2026-02-25https://aicouncil.com/profile/austin-wilt2019-03-22https://aicouncil.com/talks/ai-launchpad-2025-guilde2025-03-18https://aicouncil.com/talks-0/how-to-unlock-enterprise-value-by-training-your-own-language-models2026-02-18https://aicouncil.com/profile/alexandru-cristu2024-03-19https://aicouncil.com/talks-0/avoiding-lock-in-with-oss2022-04-29https://aicouncil.com/talks24/payment-fraud-in-digital-currency2024-01-16https://aicouncil.com/talks25/a-guide-to-deploy-enterprise-ready-clawdbot-in-under-30-minutes-and-wont-make-your-ciso-hate-you2026-03-27https://aicouncil.com/talks24/practical-lessons-for-building-machine-learning-models-in-production2024-01-16https://aicouncil.com/talks-archive/future-of-data-science-nyc192019-10-14https://aicouncil.com/talks24/cloud-native-stream-processing2024-01-16https://aicouncil.com/talks24/streaming-analytics-with-dbt-the-fun-parts2024-01-16https://aicouncil.com/speakers/james-faghmous2025-12-02https://aicouncil.com/talks24/data-engineering-sf202024-01-16https://aicouncil.com/blog/functional-data-engineering-a-modern-paradigm-for-batch-data-processinghttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-03-13https://aicouncil.com/talks26/presto-fast-sql-on-anything2026-03-09https://aicouncil.com/talks/dataops-for-business-intelligence-how-dashboards-as-code-can-help-you-develop-and-validate-your-analytics2024-01-03https://aicouncil.com/talks/spatial-data-science-methods-for-improving-models2024-01-03https://aicouncil.com/talks26/a-label-free-world-current-state-of-unsupervised-deep-learning2026-03-09https://aicouncil.com/profile/aditya-jami2019-03-14https://aicouncil.com/speakers-archive/maximilian-michels2019-12-06https://aicouncil.com/profile/ashvin-agrawal2019-03-14https://aicouncil.com/speakers-archive/ethan-ding2026-03-27https://aicouncil.com/speakers/tino-tereshko2025-12-02https://aicouncil.com/talks-0/the-future-of-business-intelligence2022-04-29https://aicouncil.com/speakers-archive/keiji-yoshida2019-12-06https://aicouncil.com/speakers-archive/john-davies2019-12-06https://aicouncil.com/speakers/tim-castillo2025-12-02https://aicouncil.com/talks25/introducing-data-downtime-from-firefighting-to-winning2025-11-30https://aicouncil.com/talks-0/prompt-to-production-building-from-traditional-saas-to-true-ai-native-saas2026-03-31https://aicouncil.com/talks-archive/the-modern-data-stack-lost-the-war-stop-building-more-dataframe-apis2026-02-18https://aicouncil.com/profile/phil-roth2019-03-14https://aicouncil.com/talks24/keynote-data-meets-intelligence-where-the-data-infra-ai-stack-converge2025-03-31https://aicouncil.com/talks26/a-new-era-of-applied-ai-how-to-accelerate-enterprise-adoption-of-ai-for-business-impact2026-03-09https://aicouncil.com/profile/dave-deriso2019-03-14https://aicouncil.com/talks-archive/is-kubernetes-a-database2024-01-27https://aicouncil.com/speaker-bio/ben-wellington2019-02-25https://aicouncil.com/talks-0/real-estate-search-engine-enhancement-using-ai-ml-5-examples2022-04-29https://aicouncil.com/talks-0/ai-governance-to-ensure-ethics-transparency-and-compliance-in-ai2022-04-29https://aicouncil.com/profile/tarush-aggarwal2019-03-14https://aicouncil.com/profile/robin-trietsch2021-12-18https://aicouncil.com/speakers/carolyn-huangci2025-12-02https://aicouncil.com/profile/zoe-steinkamp2024-01-26https://aicouncil.com/talks/building-a-data-native-agent-cortex-code2026-03-27https://aicouncil.com/talks25/ml-in-production-what-does-production-even-mean2025-11-30https://aicouncil.com/talks-archive/pitfalls-and-challenges-of-ml-powered-applications2020-07-02https://aicouncil.com/speakers-archive/edo-liberty2020-03-02https://aicouncil.com/speaker-bio/jean-mathieu-saponaro2019-02-25https://aicouncil.com/talks26/murron-reliable-logging-pipeline2026-03-09https://aicouncil.com/speakers/lewis-hemens2025-12-02https://aicouncil.com/talks26/creating-our-own-kubernetes-and-docker-to-run-our-data-infrastructure2026-03-09https://aicouncil.com/profile/joe-karlsson2024-01-30https://aicouncil.com/talks24/track-host-machine-deep-learning2024-01-16https://aicouncil.com/talks-archive/big-data-is-dead2023-03-06https://aicouncil.com/talks26/tapeagents-a-powerful-framework-for-building-and-optimizing-ai-agents2026-03-09https://aicouncil.com/talks24/hot-or-not-trends-buzzwords-in-data2024-01-16https://aicouncil.com/speakers-archive/rendy-bambang-junior2019-12-06https://aicouncil.com/talks-archive/the-reality-of-building-a-modern-ai-data-stack2024-01-30https://aicouncil.com/talks/building-the-open-data-lakehouse2024-01-03https://aicouncil.com/profile/martin-casado2025-03-16https://aicouncil.com/talks-0/lessons-learned-optimizing-nosql-for-apache-spark2022-04-29https://aicouncil.com/talks26/dont-let-your-ml-models-decay2026-03-09https://aicouncil.com/talks24/putting-data-to-work-for-global-urban-development2025-02-10https://aicouncil.com/speaker-bio/mike-driscoll2019-02-25https://aicouncil.com/talks25/beyond-spark-rdds-dataframes-datasets-for-mixing-functional-relational-code2025-11-30https://aicouncil.com/speakers-archive/tanya-bragin2025-01-13https://aicouncil.com/talks26/track-host-machine-deep-learning2026-03-09https://aicouncil.com/talks26/building-a-1500-class-listing-categorizer-from-implicit-user-feedback2026-03-09https://aicouncil.com/talks/cockroachdb-architecture-of-a-geo-distributed-sql-database2024-01-03https://aicouncil.com/talks26/creating-knowledge-graphs-via-a-symbiosis-of-data-science-and-data-engineering2026-03-09https://aicouncil.com/talks26/a-nation-of-immigrants-the-data-sciences2026-03-09https://aicouncil.com/talks25/using-embeddings-to-understand-the-evolution-of-data-science-skill-sets2025-11-30https://aicouncil.com/speakers-archive/seth-wiesman2019-12-06https://aicouncil.com/talks24/testing-and-documenting-your-data-doesnt-have-to-suck2024-01-16https://aicouncil.com/talks/monarch-googles-planet-scale-streaming-monitoring-infrastructure2024-01-03https://aicouncil.com/speakers/alvaro-soto2025-12-02https://aicouncil.com/speaker/alp-kucukelbir2021-11-03https://aicouncil.com/speaker-bio/68028363282019-02-25https://aicouncil.com/talks24/extinguishing-the-garbage-fire-of-ml-testing2024-01-16https://aicouncil.com/talks-0/deploying-data-science-for-distribution-of-the-new-york-times2022-04-29https://aicouncil.com/talks26/ai-cram-session2026-03-09https://aicouncil.com/speaker-bio/max-beauchemin2019-02-25https://aicouncil.com/talks25/evolving-stitch-fix-data-platform-for-data-lineage2025-11-30https://aicouncil.com/talks-0/exploring-data-through-natural-language-conversational-analytics2022-04-29https://aicouncil.com/speakers/tengyu-ma2025-12-02https://aicouncil.com/talks24/how-to-build-a-data-stack-that-your-company-actually-uses2024-01-30https://aicouncil.com/blog/agi-dask-feature-stores-and-more-top-10-links-from-across-the-webhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20June%202020.jpgTop10featuredimageJune2020Top10featuredimageJune20202020-10-26https://aicouncil.com/profile/neil-movva2026-03-01https://aicouncil.com/profile/kord-campbell2024-01-04https://aicouncil.com/speakers-archive/dhruv-singh2024-01-17https://aicouncil.com/profile/stephanie-yang2019-03-14https://aicouncil.com/talks/data-science-in-the-enterprise2024-01-03https://aicouncil.com/talks24/building-bots-building-blocks-how-forbes-experiments-evaluates-and-kills-data-driven-bots2024-01-16https://aicouncil.com/talks24/the-skys-the-limit-re-the-next-10-years-of-data-infra-on-clouds2024-01-16https://aicouncil.com/talks26/the-state-of-cross-company-data-exchange2026-03-09https://aicouncil.com/speakers-archive/chris-hartfield2019-12-06https://aicouncil.com/profile/lauren-reeder2023-03-06https://aicouncil.com/talks-0/three-tips-for-better-predictive-modeling2022-04-29https://aicouncil.com/talks-0/building-resilient-machine-learning-pipelines-with-iot-data2022-04-29https://aicouncil.com/talks25/the-materialize-incremental-view-maintenance-engine2025-11-30https://aicouncil.com/profile/david-wilson2023-03-13https://aicouncil.com/speakers-archive/kord-campbell2024-01-04https://aicouncil.com/profile/duncan-watts2019-03-14https://aicouncil.com/talks26/using-git-as-a-nosql-database-for-fine-grained-control-over-the-data-pipeline2026-03-09https://aicouncil.com/speakers/jerome-nilmeier2025-12-02https://aicouncil.com/speakers/pim-nauts2025-12-02https://aicouncil.com/speaker-bio/68028363382019-02-25https://aicouncil.com/talks26/scaling-model-training-from-flexible-training-apis-to-resource-management-with-kubernetes2026-03-09https://aicouncil.com/talks24/introducing-switch-a-framework-for-custom-data-applications2024-01-16https://aicouncil.com/blog/what-data-tools-dont-do-cd4ml-and-nosql-top-10-links-from-across-the-webhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20May%202020.jpgTop10featuredimageMay2020Top10featuredimageMay20202020-05-18https://aicouncil.com/talks25/zip-codes-and-other-lies-your-map-told-you2025-11-30https://aicouncil.com/speakers-archive/kobie-crawford2026-03-27https://aicouncil.com/talks-0/causal-inference-making-the-right-intervention2022-04-29https://aicouncil.com/talks-archive/amundsen-from-discovering-data-to-securing-data2020-02-27https://aicouncil.com/speakers/nikunj-handa2025-12-02https://aicouncil.com/talks26/designing-engineering-a-viral-multi-model-ai-workflow-from-prototype-to-300k-users-in-two-weeks2026-03-09https://aicouncil.com/talks25/using-git-as-a-nosql-database-for-fine-grained-control-over-the-data-pipeline2025-11-30https://aicouncil.com/speakers/allison-king2025-12-02https://aicouncil.com/speakers-archive/paul-beaumont2019-12-06https://aicouncil.com/talks25/augmented-programming2025-11-30https://aicouncil.com/speakers/parham-parvizi2025-12-02https://aicouncil.com/speakers/asif-khalak2025-12-02https://aicouncil.com/talks24/bridging-the-gap-between-batch-and-real-time-with-mixed-latency-pipelines2024-02-08https://aicouncil.com/talks26/time-based-autoencoder-ensemble-for-anomaly-detection-from-iot-time-series2026-03-09https://aicouncil.com/talks-0/scaling-data-science2022-04-29https://aicouncil.com/the-dirty-little-secret-of-enterprise-datahttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/eliot-knudsen.pngeliotknudseneliotknudsenhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-11-08https://aicouncil.com/profile/prukalpa-sankar2022-01-04https://aicouncil.com/talks-0/tailor-s-look-what-you-made-me-do2022-04-29https://aicouncil.com/talks-0/context-engineering-2.0-unifying-mcp-agentic-rag-and-memory2026-03-14https://aicouncil.com/profile/jj-allaire2023-01-13https://aicouncil.com/talks-archive/building-a-scalable-real-time-data-pipeline2019-09-24https://aicouncil.com/speakers-archive/yusuf-ozuysal2025-04-04https://aicouncil.com/talks25/introducing-lolpop-an-open-source-framework-for-machine-learning-workflows2025-11-30https://aicouncil.com/speakers-archive/paul-dix2019-12-06https://aicouncil.com/talks/data-mesh-the-next-stage-in-the-evolution-from-time-share-to-data-share2024-01-17https://aicouncil.com/talks24/how-developers-should-think-about-the-emerging-ai-stack2024-03-01https://aicouncil.com/talks26/data-products-arent-just-for-data-teams2026-03-09https://aicouncil.com/speaker/beyond-spark-rdds-dataframes-datasets-for-mixing-functional-relational-code2021-11-03https://aicouncil.com/speakers/saif-ur-rehman2025-12-02https://aicouncil.com/talks/keynote-real-time-data-infrastructure-and-ai-powering-the-next-generation-of-analytics2025-03-16https://aicouncil.com/speakers/eric-jones2025-12-02https://aicouncil.com/talks-archive/simulation-based-inference-advantages-over-a-b-testing-in-real-estate2019-07-31https://aicouncil.com/speakers/utkarsh-sengar2026-03-31https://aicouncil.com/talks24/bridging-functions-and-functionality-how-stitch-fix-empowers-data-scientists-to-do-more-by-doing-less2024-01-16https://aicouncil.com/talks-archive/reproducible-data-infrastructure-at-go-jek2019-07-31https://aicouncil.com/talks25/experiencing-data-as-code-with-dremio-arctic-and-apache-iceberg2025-11-30https://aicouncil.com/talks26/dashboards-dashboards-everywhere-how-to-fix-analytics-collaboration2026-03-09https://aicouncil.com/talks/from-prediction-to-uplift-causal-modeling-for-better-decisions2026-03-14https://aicouncil.com/talks24/a-new-era-of-applied-ai-how-to-accelerate-enterprise-adoption-of-ai-for-business-impact2024-01-16https://aicouncil.com/talks25/improving-the-airline-boarding-process-through-deep-learning2025-11-30https://aicouncil.com/an-introduction-to-big-data-unsung-hero-the-loghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Liz_Bennett_Stitch_Fix_DataEngConf.pngLizBennettStitchFixDataEngConfLizBennettStitchFixDataEngConf2018-01-11https://aicouncil.com/profile/nikhil-simha2020-02-13https://aicouncil.com/talks24/data-governance-is-not-the-governance-of-data2025-02-27https://aicouncil.com/talks25/lessons-learned-optimizing-nosql-for-apache-spark2025-11-30https://aicouncil.com/talks-archive/accelerating-single-cell-bioinformatics-with-n-dimensional-arrays-in-the-cloud2019-07-31https://aicouncil.com/speakers-archive/margaret-quigley2025-03-10https://aicouncil.com/talks24/sail-research2026-03-01https://aicouncil.com/talks25/cloud-native-stream-processing2025-11-30https://aicouncil.com/talks25/validating-evolving-anonymizing-data-in-real-time2025-11-30https://aicouncil.com/speakers-archive/matt-seal2019-12-06https://aicouncil.com/talks26/pitfalls-and-challenges-of-ml-powered-applications2026-03-09https://aicouncil.com/scalability-but-at-what-costhttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/keynote/frank-keynote.pngfrankkeynotefrankkeynotehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-12-04https://aicouncil.com/speakers/kobie-crawford2026-03-27https://aicouncil.com/talks-archive/how-to-finally-get-self-service-by-ditching-the-star-schema2021-12-18https://aicouncil.com/talks25/type-safe-data-processing-and-machine-learning-pipelines-with-flyte-and-pandera2025-11-30https://aicouncil.com/talks-0/the-future-of-column-oriented-data-processing-with-arrow-and-parquet2022-04-29https://aicouncil.com/talks-0/pydantic-an-opinionated-blueprint-for-the-future-of-genai-applications2025-02-20https://aicouncil.com/speakers/katrina-riehl2025-12-02https://aicouncil.com/profile/nan-ding2023-02-14https://aicouncil.com/talks/dont-optimize-my-queries-optimize-my-data2024-01-03https://aicouncil.com/talks26/why-is-everyone-talking-about-apache-iceberg-from-the-original-creator-of-apache-iceberg2026-03-09https://aicouncil.com/speakers-archive/kamil-bajda-pawlikowski2019-12-06https://aicouncil.com/talks26/how-to-properly-evaluate-your-ml-model2026-03-09https://aicouncil.com/talks-0/how-engineer-angels-evaluate-data-oriented-companies2022-04-29https://aicouncil.com/talks26/ten-years-of-building-open-source-standards2026-03-09https://aicouncil.com/talks25/from-silo-to-scale-how-data-infrastructures-evolved-to-bring-more-data-to-more-people2025-11-30https://aicouncil.com/talks24/ubers-data-journey-100-pb-with-minute-latency2024-01-16https://aicouncil.com/talks/the-unofficial-guide-to-apples-private-cloud-compute2025-03-10https://aicouncil.com/talks/stop-obsessing-about-data-infrastructure2024-01-03https://aicouncil.com/talks-0/you-wont-believe-how-we-optimize-our-headlines2022-04-29https://aicouncil.com/speakers/martin-casado2025-12-02https://aicouncil.com/speakers-archive/aaron-taylor2024-01-27https://aicouncil.com/talks24/machine-learning-for-brain-health-and-understanding-at-starlab-neuroscience2024-01-16https://aicouncil.com/talks24/models-as-tools-my-perspective-on-the-matter2025-03-13https://aicouncil.com/talks-0/ray-a-framework-for-scaling-and-distributing-python-ml-applications2022-04-29https://aicouncil.com/talks-archive/cloud-based-practices-for-effective-data-science-at-scale2019-09-30https://aicouncil.com/speakers-archive/liana-napalkova2019-12-06https://aicouncil.com/talks-archive/how-superset-and-druid-power-real-time-analytics-at-airbnb2019-07-31https://aicouncil.com/talks25/format-wars-from-vhs-and-beta-to-avro-and-parquet2025-11-30https://aicouncil.com/talks-0/apache-flink-adoption-at-shopify2022-04-29https://aicouncil.com/talks26/building-responsible-and-trustworthy-generative-ai-products-at-linkedin2026-03-09https://aicouncil.com/speakers/maureen-teyssier2025-12-02https://aicouncil.com/talks25/the-file-system-is-all-you-need2026-03-01https://aicouncil.com/talks-archive/python-data-wrangling-preparing-for-the-future2019-07-31https://aicouncil.com/profile/harlan-harris2019-03-14https://aicouncil.com/talks-0/a-deep-dive-into-the-dbt-manifest2023-01-13https://aicouncil.com/speakers/riva-melissa-tez2025-12-02https://aicouncil.com/speakers-archive/christian-romming2019-12-06https://aicouncil.com/talks/forecasting-airbnbs-marketplace-with-a-causal-graph2024-01-03https://aicouncil.com/talks-0/scaling-up-spark-at-facebook-a-60tb-production-use-case2022-04-29https://aicouncil.com/speakers/wenjing-zheng2025-12-02https://aicouncil.com/talks-archive/generative-ai-for-product-builders2023-01-13https://aicouncil.com/talks24/peloton-the-self-driving-database-management-system2024-01-16https://aicouncil.com/speakers-archive/jason-ganetsky2019-12-06https://aicouncil.com/talks-archive/designing-for-intelligence-at-github-next-patterns-and-practices-for-making-ai-powered-products2023-02-22https://aicouncil.com/talks25/achieve-better-data-quality-with-data-warehouse-observability2025-11-30https://aicouncil.com/talks25/explainable-ai2025-11-30https://aicouncil.com/talks24/the-future-of-data-engineering-in-a-post-ai-world2024-02-21https://aicouncil.com/talks/what-goes-around-comes-around...-and-around2025-02-20https://aicouncil.com/speakers/adam-cimarosti2025-12-02https://aicouncil.com/talks/building-high-impact-data-teams-in-an-ai-driven-world2025-03-31https://aicouncil.com/talks-0/building-high-impact-data-teams-in-an-ai-driven-world2025-03-31https://aicouncil.com/talks/panel-insights-from-founders-shaping-the-industrys-future2024-03-01https://aicouncil.com/profile/josh-ferguson2019-03-14https://aicouncil.com/talks26/data-science-and-analytics2026-03-09https://aicouncil.com/talks-archive/scaling-a-data-pipeline-mystery-to-mastery2019-07-31https://aicouncil.com/talks-archive/evolution-of-data-ingestion-and-product-instrumentation-at-prezi2019-08-19https://aicouncil.com/speakers-archive/liwei-mao2019-12-06https://aicouncil.com/talks/hot-takes-and-tragic-mistakes-how-not-to-integrate-data-people-in-your-app-dev-team-workflows2024-01-03https://aicouncil.com/speaker/hoodie-an-open-source-incremental-processing-framework-from-uber2021-11-03https://aicouncil.com/profile/luke-merrick2019-03-14https://aicouncil.com/profile/david-tan2019-07-18https://aicouncil.com/startupshttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/wallaroo%20labs.pngwallaroolabswallaroolabshttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Outlier%20AI.pngOutlierAIOutlierAIhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Sponsor%20Logos/Imply%20Logo.pngImplyLogoImplyLogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Watchful.pngWatchfulWatchfulhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/instrumental.pnginstrumentalinstrumentalhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/giphy.pnggiphygiphyhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/CoreOS.pngCoreOSCoreOShttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/Data%20Council%20Startups-min.pngDataCouncilStartupsminDataCouncilStartupsminhttps://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/Company%20Logos/new-companies/dbt_transparent.pngdbttransparentdbttransparenthttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Halo%20Tech.pngHaloTechHaloTechhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/Company%20Logos/new-companies/intermix_transparent.pngintermixtransparentintermixtransparenthttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/profile-gender-neutral.jpgprofilegenderneutralprofilegenderneutralhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Mapbox.pngMapboxMapboxhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Amberdata.pngAmberdataAmberdatahttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Datatron.pngDatatronDatatronhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Pachyderm.pngPachydermPachydermhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/datacoral.pngdatacoraldatacoralhttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Wootric.pngWootricWootrichttps://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/NuCypher%20Big.pngNuCypherBigNuCypherBighttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Compressed/_MG_7818.pngMG7818MG7818https://www.datacouncil.ai/hubfs/DataEngConf/SF18/Startup%20Logos/New/Passage%20AI.pngPassageAIPassageAI2019-04-30https://aicouncil.com/speakers/abhay-singhal2026-03-27https://aicouncil.com/profile/miguel-paredes2024-03-14https://aicouncil.com/talks-archive/avoiding-lock-in-with-oss2019-07-31https://aicouncil.com/talks25/more-than-query-future-directions-of-query-langages-from-sql-to-morel2025-11-30https://aicouncil.com/speakers-archive/jean-mathieu-saponaro2019-12-06https://aicouncil.com/talks26/how-to-make-marketing-fall-in-love-with-data-modeling2026-03-09https://aicouncil.com/speakers-archive/stephen-osullivan2019-12-06https://aicouncil.com/speakers-archive/vijay-gill2019-12-06https://aicouncil.com/talks-archive/stream-processing-design-patterns2019-07-31https://aicouncil.com/talks24/harel-datadog2026-03-31https://aicouncil.com/talks/how-to-interpret-and-explain-your-black-box-models2024-01-03https://aicouncil.com/talks-archive/revolutionize-ai-engineering-with-autogen2025-02-10https://aicouncil.com/talks/move-fast-and-dont-break-things-how-to-build-a-data-platform-that-scales-with-your-organization2024-02-08https://aicouncil.com/talks-0/effective-management-of-high-volume-numeric-data-with-histograms2022-04-29https://aicouncil.com/talks24/behind-the-curtain-what-it-takes-to-support-the-worlds-most-popular-open-source-communities2024-01-16https://aicouncil.com/speakers-archive/rachel-lee-nabors2025-02-03https://aicouncil.com/talks-0/statsig-scaling-experimentation-to-20-billion-users2023-01-31https://aicouncil.com/speaker/analyzing-data-in-the-cloud-is-true-privacy-and-security-possible2021-11-03https://aicouncil.com/profile/emily-curtin2021-11-02https://aicouncil.com/speakers/vasundra-srinivasan2025-12-02https://aicouncil.com/talks25/the-agent-attack-surface-why-ai-is-breaking-software-security-as-we-know-it2026-03-14https://aicouncil.com/practical-solutions-for-annoying-machine-learning-problemshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Alyssa_Frazee_Stripe_DataEngConf.pngAlyssaFrazeeStripeDataEngConfAlyssaFrazeeStripeDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-11-09https://aicouncil.com/talks/the-road-to-exceptional-data-correctness2024-01-03https://aicouncil.com/talks24/building-etl-infrastructure-that-analysts-love2024-01-16https://aicouncil.com/speakers-archive/raghotham-murthy2025-03-13https://aicouncil.com/talks-0/how-open-frontier-labs-actually-train-their-models2026-02-18https://aicouncil.com/talks-0/how-superset-and-druid-power-real-time-analytics-at-airbnb2022-04-29https://aicouncil.com/talks/taking-recommendation-to-the-masses2024-01-03https://aicouncil.com/talks26/how-200-leaders-made-business-data-work-harder2026-03-09https://aicouncil.com/talks/accelerating-single-cell-bioinformatics-with-n-dimensional-arrays-in-the-cloud2024-01-03https://aicouncil.com/speakers/kuba-rogut2026-03-27https://aicouncil.com/profile/ryan-smith2019-03-14https://aicouncil.com/talks25/distributed-sql-databases-deconstructed2025-11-30https://aicouncil.com/blog/announcing-our-data-startups-trackhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-12-27https://aicouncil.com/talks26/building-a-data-native-agent-cortex-code2026-03-27https://aicouncil.com/speakers/devaris-brown2025-12-02https://aicouncil.com/speakers/mahendra-kutare2025-12-02https://aicouncil.com/talks-archive/ai-challenges-in-customer-care-automation2019-07-31https://aicouncil.com/speakers-archive/yaniv-ben-hemo2023-03-06https://aicouncil.com/talks25/hot-takes-and-tragic-mistakes-how-not-to-integrate-data-people-in-your-app-dev-team-workflows2025-11-30https://aicouncil.com/talks25/the-modern-stack-for-ml-infrastructure2025-11-30https://aicouncil.com/talks-archive/keynote-guardrails-for-the-future-ai-safety-and-responsible-ai-in-practice2025-03-25https://aicouncil.com/talks26/scaling-uber-metric-system-from-elasticsearch-to-pinot2026-03-09https://aicouncil.com/talks25/agile-ai-from-research-production-to-customer-adoption2025-11-30https://aicouncil.com/talks-0/panel-data-lineage-weve-come-a-long-way2024-01-27https://aicouncil.com/speaker-bio/saurabh-bajaj2019-02-25https://aicouncil.com/speakers-archive/yifan-ma2020-02-10https://aicouncil.com/talks25/optimizing-iceberg-table-layouts-at-scale-a-multi-objective-approach2025-11-30https://aicouncil.com/talks26/worse-case-scenario-in-the-database2026-03-09https://aicouncil.com/talks26/building-an-llm-powered-analytics-slack-bot-at-twitch2026-03-09https://aicouncil.com/talks/how-to-finally-get-self-service-by-ditching-the-star-schema2024-01-03https://aicouncil.com/talks/beyond-pipelines-introducing-pubsub-for-tables2025-04-18https://aicouncil.com/talks25/data-for-the-992025-11-30https://aicouncil.com/talks24/modern-data-management-how-to-set-your-data-team-up-for-success2024-01-16https://aicouncil.com/speakers-archive/mark-grover2020-02-26https://aicouncil.com/talks26/chaos-by-design-solving-the-unsolvable-ai-agent-testing-problem2026-03-09https://aicouncil.com/talks24/the-state-of-cross-company-data-exchange2024-01-16https://aicouncil.com/profile/yair-weinberger2019-03-14https://aicouncil.com/speakers/david-aronchick2025-12-02https://aicouncil.com/speakers/luis-remis2025-12-02https://aicouncil.com/talks/building-resilient-machine-learning-pipelines-with-iot-data2024-01-03https://aicouncil.com/talks26/from-flat-files-to-deconstructed-database-the-evolution-and-future-of-the-big-data-ecosystem2026-03-09https://aicouncil.com/speakers/igor-canadi2025-12-02https://aicouncil.com/talks25/trinity-training-a-400b-moe-from-scratch-without-losing-your-mind2026-02-18https://aicouncil.com/talks26/building-a-unified-feature-platform-with-duckdb-and-arrow2026-03-09https://aicouncil.com/talks-0/building-developer-tools-at-the-right-level-of-abstraction2022-04-29https://aicouncil.com/talks-0/cost-containment-a-critical-piece-of-your-data-teams-roi2024-01-17https://aicouncil.com/speaker-bio/john-musser2019-02-25https://aicouncil.com/talks24/ethical-data-acquisition-sales-in-the-ai-age2025-03-10https://aicouncil.com/talks/data-lake-cdc-are-we-there-yet2026-02-18https://aicouncil.com/talks/how-to-build-a-streaming-database-in-three-challenging-steps2024-01-03https://aicouncil.com/profile/david-beyer2019-03-14https://aicouncil.com/talks-0/ottobot-productionizing-llm-models2024-03-01https://aicouncil.com/talks-0/engineering-earths-largest-biological-data-pipeline2025-02-10https://aicouncil.com/talks24/from-silo-to-scale-how-data-infrastructures-evolved-to-bring-more-data-to-more-people2024-03-09https://aicouncil.com/talks25/track-host-data-products2025-11-30https://aicouncil.com/speakers-archive/celina-wong2024-02-07https://aicouncil.com/speakers/nikita-vemuri2025-12-02https://aicouncil.com/talks26/a-guide-to-deploy-enterprise-ready-clawdbot-in-under-30-minutes-and-wont-make-your-ciso-hate-you2026-03-27https://aicouncil.com/speakers-archive/montana-low2019-12-06https://aicouncil.com/talks-archive/end-to-end-exactly-once-aggregation-over-ad-streams2019-07-31https://aicouncil.com/talks-0/dataops-for-business-intelligence-how-dashboards-as-code-can-help-you-develop-and-validate-your-analytics2023-01-18https://aicouncil.com/speakers/mickey-liu2025-12-02https://aicouncil.com/speakers-archive/dan-robinson2019-12-06https://aicouncil.com/speaker/dagster-a-new-programming-model-for-data-processing2021-11-03https://aicouncil.com/talks-0/how-to-create-a-purpose-built-data-indexer2024-02-20https://aicouncil.com/speakers-archive/hannes-m%C3%BChleisen2024-03-26https://aicouncil.com/talks24/when-your-ai-agent-runs-for-16-days-straight2026-03-14https://aicouncil.com/talks25/building-bots-building-blocks-how-forbes-experiments-evaluates-and-kills-data-driven-bots2025-11-30https://aicouncil.com/speakers/xaquin-gv2025-12-02https://aicouncil.com/speakers/elias-defaria2025-12-02https://aicouncil.com/talks-archive/applying-design-to-solve-scaling-problems-and-evolve-an-architecture2019-07-31https://aicouncil.com/speakers/sandy-ryza2025-12-02https://aicouncil.com/talks25/rag-in-2025-state-of-the-art-and-the-road-forward2025-11-30https://aicouncil.com/profile/amelia-white2019-10-17https://aicouncil.com/talks25/mds-party-at-the-back-notebooks-at-the-front2025-11-30https://aicouncil.com/talks-0/the-trade-off-between-strict-validation-and-accepting-anything2022-04-29https://aicouncil.com/talks/how-beam-uses-code-based-dashboards-to-scale-analytics-products2024-01-08https://aicouncil.com/talks26/track-host-data-platforms-and-pipelines2026-03-09https://aicouncil.com/speakers/joshua-loftus2025-12-02https://aicouncil.com/talks25/parsing-of-diverse-healthcare-data2025-11-30https://aicouncil.com/talks25/how-to-achieve-data-discovery-with-metadata-and-logs2025-11-30https://aicouncil.com/speakers-archive/john-musser2019-12-06https://aicouncil.com/speakers/avi-press2025-12-02https://aicouncil.com/talks25/building-a-knowledge-graph-platform-from-billions-of-unstructured-online-sources-using-ai2025-11-30https://aicouncil.com/speaker-bio/leo-polovets2019-02-25https://aicouncil.com/talks25/payment-fraud-in-digital-currency2025-11-30https://aicouncil.com/talks26/spark-dask-duckdb-polars-benchmarks-at-scale2026-03-09https://aicouncil.com/talks/scale-processes-not-people-how-data-teams-do-more-with-less-by-adopting-software-engineering-best-practices2024-01-03https://aicouncil.com/speakers/eric-hanson2025-12-02https://aicouncil.com/talks25/privacy-techniques-for-data-science2025-11-30https://aicouncil.com/talks24/training-data-preparation-for-netflix-personalization2024-01-16https://aicouncil.com/talks-0/track-host-streaming-systems2022-04-29https://aicouncil.com/talks25/the-history-and-anatomy-of-apache-superset2025-11-30https://aicouncil.com/talks/building-a-distributed-data-access-layer-for-analytics-on-any-cloud2024-01-03https://aicouncil.com/talks26/i-have-a-bone-to-pick-with-feature-stores2026-03-09https://aicouncil.com/talks25/dataops-for-business-intelligence-how-dashboards-as-code-can-help-you-develop-and-validate-your-analytics2025-11-30https://aicouncil.com/talks-0/how-data-physicalization-can-be-a-way-to-get-people-to-the-meaning-behind-the-raw-information2022-04-29https://aicouncil.com/speakers-archive/sarah-nagy2023-01-13https://aicouncil.com/talks-archive/how-to-make-security-data-actionable-with-graph-theory2019-07-31https://aicouncil.com/talks24/kafka-streams-in-production-from-use-case-to-monitoring2024-01-16https://aicouncil.com/speaker/predictive-modeling-on-its-head-a-pipeline-that-finds-cancer-asthma-and-hemophilia2021-11-03https://aicouncil.com/talks-archive/meet-dbt-the-data-transformation-tool-used-by-jetblue-gitlab-wistia-and-away2020-02-20https://aicouncil.com/talks25/the-deconstructed-database-at-datadog2026-02-25https://aicouncil.com/talks/empowering-customer-facing-teams-with-voice-based-ai2024-01-03https://aicouncil.com/talks24/lessons-in-hiring-data-scientists2024-01-16https://aicouncil.com/talks-archive/what-happens-to-bi-in-an-ai-first-world2026-03-14https://aicouncil.com/speaker/data-access-for-data-science2021-11-03https://aicouncil.com/speakers/joseph-e-gonzalez2025-12-02https://aicouncil.com/profile/hamel-husain2023-01-13https://aicouncil.com/profile/spencer-barton2019-04-07https://aicouncil.com/speakers-archive/raffi-krikorian2019-12-06https://aicouncil.com/speaker/the-statistics-of-dirty-data2021-11-03https://aicouncil.com/profile/kathy-baxter2020-02-28https://aicouncil.com/talks25/building-a-modern-machine-learning-platform-on-kubernetes2025-11-30https://aicouncil.com/talks-archive/news-in-the-age-of-algorithmic-recommendation2019-10-04https://aicouncil.com/talks-0/optimizing-time-series-data-in-mixed-architectures-with-questdb2024-02-17https://aicouncil.com/talks-archive/the-middle-ground-balancing-batch-and-real-time-processing-in-a-data-lakehouse2025-02-14https://aicouncil.com/talks-0/stop-making-models-bigger.-make-them-behave2026-03-27https://aicouncil.com/talks-0/teamwork-makes-the-open-source-dream-work-the-power-of-cross-community-collaboration2023-01-31https://aicouncil.com/speakers-archive/pau-garcia2019-12-06https://aicouncil.com/talks-0/video-understanding-at-scale-deep-learning-in-a-serverless-infrastructure2022-04-29https://aicouncil.com/speakers/ian-nowland2025-12-02https://aicouncil.com/speaker-bio/daniel-galron2019-02-25https://aicouncil.com/talks25/a-data-and-knowledge-driven-approach-for-mental-health-policy-making-at-world-health-organization2025-11-30https://aicouncil.com/talks/an-introduction-to-big-datas-unsung-hero-the-log2024-01-03https://aicouncil.com/talks-archive/data-warehouses-are-gilded-cages-what-comes-next2023-01-24https://aicouncil.com/speakers/jeffrey-doker2025-12-02https://aicouncil.com/profile/hannes-m%C3%BChleisen2024-03-26https://aicouncil.com/talks24/building-a-self-service-platform-for-continuous-real-time-feature-generation-for-machine-learning2024-01-16https://aicouncil.com/talks-0/building-highly-reliable-data-pipelines-at-datadog2022-04-29https://aicouncil.com/talks26/data-lineage-with-apache-airflow-using-openlineage2026-03-09https://aicouncil.com/talks-0/gregory-larson-keynote2023-03-06https://aicouncil.com/talks-archive/from-prediction-to-uplift-causal-modeling-for-better-decisions2026-03-14https://aicouncil.com/blog/etl-and-the-question-of-happinesshttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-12-27https://aicouncil.com/talks/generative-ai-for-search2024-01-03https://aicouncil.com/talks/pytorch-the-platform-for-accelerating-ai-research-to-production2024-01-03https://aicouncil.com/speakers-archive/zineb-laraki2020-02-28https://aicouncil.com/speakers-archive/kyle-kirwan2023-01-31https://aicouncil.com/talks25/unbundling-of-the-cloud-data-warehouse2025-11-30https://aicouncil.com/profile/anand-ranganathan2021-11-10https://aicouncil.com/talks26/reinforcement-learning-for-data-scientists2026-03-09https://aicouncil.com/talks24/industrial-applications-of-ai2024-01-16https://aicouncil.com/talks-archive/the-return-of-the-olap-cube2021-11-17https://aicouncil.com/speakers-archive/yaroslav-bulatov2026-02-25https://aicouncil.com/talks25/fiddler-an-explainable-ai-engine2025-11-30https://aicouncil.com/talks26/keynote-the-deconstructed-database-and-the-advent-of-the-open-data-lake2026-03-09https://aicouncil.com/profile/noelle-saldana2023-01-13https://aicouncil.com/talks-0/peloton-the-self-driving-database-management-system2022-04-29https://aicouncil.com/talks-archive/time-series-prediction-with-tensorflow2019-07-31https://aicouncil.com/speaker-bio/harlan-harris2019-02-25https://aicouncil.com/talks-0/intelligent-orchestration-datas-missing-link2022-04-29https://aicouncil.com/speakers-archive/tamas-nemeth2019-12-06https://aicouncil.com/speakers-archive/nicholas-ursa2023-01-24https://aicouncil.com/talks24/taking-recommendation-to-the-masses2024-01-16https://aicouncil.com/talks-archive/how-to-create-a-purpose-built-data-indexer2024-02-20https://aicouncil.com/speakers/jessica-laughlin2025-12-02https://aicouncil.com/talks-archive/video-understanding-at-scale-deep-learning-in-a-serverless-infrastructure2019-07-31https://aicouncil.com/talks-0/reducing-student-loans-with-bot-powered-humans2022-04-29https://aicouncil.com/talks-archive/a-modern-data-stack-in-healthcare2025-02-10https://aicouncil.com/talks24/uncertainty-aware-food-recognition-by-deep-learning2024-01-16https://aicouncil.com/profile/margaret-mayer2019-10-10https://aicouncil.com/speakers/george-mathew2025-12-02https://aicouncil.com/talks26/3-best-practices-for-data-organizations-structure-roi-communications2026-03-09https://aicouncil.com/talks25/content-based-recommendations-using-word-embeddings-to-automate-related-content-generation-at-buzzfeed2025-11-30https://aicouncil.com/speakers/eric-novik2025-12-02https://aicouncil.com/talks-0/what-every-data-scientist-needs-to-know-about-gpus2025-02-10https://aicouncil.com/talks-0/from-twilio-to-propel-building-real-time-customer-facing-analytics-at-scale2024-01-12https://aicouncil.com/speaker-bio/quentin-francois2019-02-25https://aicouncil.com/talks-archive/agile-ai-from-research-production-to-customer-adoption2020-07-01https://aicouncil.com/profile/jaya-kawale2019-03-14https://aicouncil.com/talks25/agentic-ai-from-risk-awareness-to-practical-control2026-03-14https://aicouncil.com/talks26/from-scaling-to-observability-solving-key-challenges-for-distributed-ml-with-ray2026-03-09https://aicouncil.com/speaker/ubers-data-journey-100-pb-with-minute-latency2021-11-03https://aicouncil.com/talks26/continuous-data-pipeline-for-real-time-benchmarking-and-data-set-augmentation2026-03-09https://aicouncil.com/profile/steven-hillion2021-12-29https://aicouncil.com/speakers/andrew-hoh2025-12-02https://aicouncil.com/talks26/the-data-infra-behind-zillows-3x-growth-in-experiment-volume2026-03-09https://aicouncil.com/profile/franck-pachot2025-03-05https://aicouncil.com/speakers/ryan-smith2025-12-02https://aicouncil.com/talks25/the-mythical-agent-month2026-03-14https://aicouncil.com/speakers/sheeri-cabral2025-12-02https://aicouncil.com/speakers/deepyaman-datta2025-12-02https://aicouncil.com/speakers-archive/hadley-wickham2025-01-23https://aicouncil.com/talks-archive/from-postgres-to-clickhouse-and-back-building-a-unified-oltp-olap-database-for-ai-workloads2026-02-25https://aicouncil.com/talks/data-warehouses-are-gilded-cages-what-comes-next2024-01-03https://aicouncil.com/talks25/a-new-science-of-cities-high-resolution-of-economic-complexity-at-the-urban-scale2025-11-30https://aicouncil.com/talks-archive/appifying-data-science-workflows-to-create-composable-user-friendly-data-pipeline-products2019-07-31https://aicouncil.com/talks-archive/its-about-time-an-introduction-to-timely-dataflow2019-09-18https://aicouncil.com/speakers-archive/richard-brosi2019-12-06https://aicouncil.com/speaker-bio/joseph-gonzalez2019-02-25https://aicouncil.com/speaker-bio/fred-moyer2019-02-25https://aicouncil.com/talks25/powering-ubers-global-network-analytics-pipelines-in-near-real-time-with-hudi-delta-streamer-ethan-guo-yihua2025-11-30https://aicouncil.com/speakers/durgam-vahia2025-12-02https://aicouncil.com/speakers/antoni-baum2025-12-02https://aicouncil.com/talks-0/models-as-tools-my-perspective-on-the-matter2025-03-13https://aicouncil.com/talks-0/the-return-of-the-olap-cube2022-04-29https://aicouncil.com/speakers/ryan-worl2025-12-02https://aicouncil.com/talks25/context-engineering-2.0-unifying-mcp-agentic-rag-and-memory2026-03-14https://aicouncil.com/speakers-archive/maria-crosas-batista2019-12-06https://aicouncil.com/talks/building-a-knowledge-graph-platform-from-billions-of-unstructured-online-sources-using-ai2024-01-03https://aicouncil.com/talks25/building-developer-tools-at-the-right-level-of-abstraction2025-11-30https://aicouncil.com/talks/ubers-data-journey-100-pb-with-minute-latency2024-01-03https://aicouncil.com/talks-archive/enabling-full-stack-data-scientists-at-stitch-fix2019-07-31https://aicouncil.com/speakers/miguel-rios2025-12-02https://aicouncil.com/speaker-bio/neelesh-srinivas-salian2019-02-25https://aicouncil.com/profile/aureli-soria-frisch2019-09-10https://aicouncil.com/talks25/how-to-build-a-data-stack-that-your-company-actually-uses2025-11-30https://aicouncil.com/talks24/a-local-first-approach-to-extremely-fast-streaming-visualization2025-03-18https://aicouncil.com/talks25/building-llm-applications-with-llama-stack2025-11-30https://aicouncil.com/talks26/issue-with-tracking-fail-that-build2026-03-09https://aicouncil.com/speaker-bio/jaya-kawale2019-02-25https://aicouncil.com/talks/translating-source-code-into-natural-language-with-ai2024-01-03https://aicouncil.com/talks/how-to-build-your-own-model-router2025-03-06https://aicouncil.com/speakers-archive/sharath-rao2019-12-06https://aicouncil.com/talks25/dagster-a-new-programming-model-for-data-processing2025-11-30https://aicouncil.com/talks/machine-learning-and-the-sports-betting-industry2024-01-03https://aicouncil.com/talks26/working-outside-the-box-the-journey-to-figjam-ai2026-03-09https://aicouncil.com/speakers-archive/robin-trietsch2021-12-18https://aicouncil.com/speakers/evan-jones2025-12-02https://aicouncil.com/speakers-archive/juan-carlos-castro2019-12-06https://aicouncil.com/speakers-archive/samantha-bail2019-12-06https://aicouncil.com/talks24/how-a-less-is-more-approach-stems-the-sprawl-of-security-data-and-makes-it-more-actionable2024-01-16https://aicouncil.com/speakers-archive/sonia-sen2019-12-06https://aicouncil.com/talks-0/scaling-genai-agentic-workflows-for-practical-solutions-with-zerve2025-02-20https://aicouncil.com/talks26/why-you-shouldnt-care-about-iceberg2026-03-09https://aicouncil.com/talks24/taming-the-deep-learning-workflow2024-01-16https://aicouncil.com/talks-0/data-contracts-in-the-modern-data-stack2023-01-26https://aicouncil.com/speakers/chenyu-qiu2025-12-02https://aicouncil.com/talks26/video-understanding-at-scale-deep-learning-in-a-serverless-infrastructure2026-03-09https://aicouncil.com/profile/gwen-shapira2020-02-14https://aicouncil.com/speakers/schaun-wheeler2025-12-02https://aicouncil.com/talks-archive/hot-or-not-trends-buzzwords-in-data2023-03-06https://aicouncil.com/talks-archive/zip-codes-and-other-lies-your-map-told-you2019-07-31https://aicouncil.com/speakers/mikhail-filippov2025-12-02https://aicouncil.com/profile/margaret-quigley2025-03-10https://aicouncil.com/talks-archive/go-to-market-data-enrichment-practical-strategies-to-drive-business-value2025-03-10https://aicouncil.com/talks-archive/beyond-pipelines-introducing-pubsub-for-tables2025-04-18https://aicouncil.com/speakers/liz-maida2025-12-02https://aicouncil.com/speakers-archive/nick-schrock2019-12-06https://aicouncil.com/talks26/running-effective-machine-learning-teams-common-issues-challenges-and-solutions2026-03-09https://aicouncil.com/profile/montana-low2019-03-14https://aicouncil.com/talks26/go-to-market-data-enrichment-practical-strategies-to-drive-business-value2026-03-09https://aicouncil.com/talks-archive/vc-panel-the-present-future-of-data-oriented-startups-dataengconf-ny-162019-07-31https://aicouncil.com/talks-archive/building-a-data-powered-sales-intelligence-platform2019-07-31https://aicouncil.com/blog/december-top-tenhttps://www.datacouncil.ai/hubfs/spencer-kimball-podcast.pngspencerkimballpodcastspencerkimballpodcasthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/dec-top-ten.pngdectoptendectopten2024-12-19https://aicouncil.com/talks26/powering-ai-workflows-with-tabular-graphs2026-03-09https://aicouncil.com/speakers/jordan-tigani2025-12-02https://aicouncil.com/talks-0/define-once-evaluate-anywhere-building-repeatable-and-correct-features-at-stripe2022-04-29https://aicouncil.com/talks24/writing-unit-tests-for-data-science-code2024-01-16https://aicouncil.com/talks26/how-to-be-a-10x-analyst2026-03-09https://aicouncil.com/talks26/accelerating-machine-learning-with-training-data-management2026-03-09https://aicouncil.com/speakers-archive/james-campbell2022-01-21https://aicouncil.com/talks-0/lets-play-flappybird-some-data-engineering2024-02-21https://aicouncil.com/profile/corey-bort2019-03-14https://aicouncil.com/talks26/applying-design-to-solve-scaling-problems-and-evolve-an-architecture2026-03-09https://aicouncil.com/talks-archive/calvin-french-owen-on-the-future-of-agentic-coding2026-03-14https://aicouncil.com/profile/vitaly-gordon2020-03-02https://aicouncil.com/speaker/democratizing-data-discovery-at-lyft2021-11-03https://aicouncil.com/blog/a-day-in-the-life-whats-it-like-being-a-machine-learning-engineer-at-stripehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-01-25https://aicouncil.com/profile/tengyu-ma2025-02-03https://aicouncil.com/talks-archive/making-friends-with-generative-models2019-07-31https://aicouncil.com/talks25/devops-for-machine-learning-and-other-half-truths-processes-and-tools-for-the-ml-lifecycle2025-11-30https://aicouncil.com/speakers-archive/sudarsan-lakshmi2025-03-03https://aicouncil.com/talks-archive/how-data-physicalization-can-be-a-way-to-get-people-to-the-meaning-behind-the-raw-information2019-10-02https://aicouncil.com/profile/marcel-kornacker2025-01-13https://aicouncil.com/talks-archive/fast-effective-natural-language-understanding2019-07-31https://aicouncil.com/talks-archive/big-data-platform-as-a-service-for-cross-media-monitoring2019-07-31https://aicouncil.com/profile/sanjay-krishnan2019-03-14https://aicouncil.com/talks26/data-lake-cdc-are-we-there-yet2026-03-09https://aicouncil.com/talks/reproducibility-in-data-science2024-01-03https://aicouncil.com/speakers-archive/clod%C3%A9ric-mars2021-11-17https://aicouncil.com/speakers/oana-olteanu2025-12-02https://aicouncil.com/profile/praneeth-vepakomma2019-04-01https://aicouncil.com/talks-0/sparklens-understanding-the-scalability-limits-of-spark-applications2022-04-29https://aicouncil.com/talks-0/build-faster-more-responsive-analytics-with-a-semantic-layer2024-02-08https://aicouncil.com/talks24/building-responsible-ai-best-practices-across-the-product-development-lifecycle2024-01-16https://aicouncil.com/talks25/building-sota-search-its-ranking-all-the-way-down2025-11-30https://aicouncil.com/speaker/machine-learning-from-development-to-production-at-instacart2021-11-03https://aicouncil.com/speakers-archive/corey-bort2019-12-06https://aicouncil.com/speakers-archive/harlan-harris2019-12-06https://aicouncil.com/talks24/observability-at-the-long-tail-why-sampling-production-data-doesnt-work-for-rare-events2024-01-16https://aicouncil.com/speaker-bio/avrilia-floratou2019-02-25https://aicouncil.com/profile/zander-matheson2023-02-02https://aicouncil.com/talks25/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet2025-11-30https://aicouncil.com/talks26/agentic-architecture-to-reduce-decision-paralysis2026-03-09https://aicouncil.com/speakers/doug-daniels2025-12-02https://aicouncil.com/talks-archive/ten-years-of-building-open-source-standards-242024-03-14https://aicouncil.com/talks26/how-to-finally-get-self-service-by-ditching-the-star-schema2026-03-09https://aicouncil.com/speakers-archive/ahmad-khan2023-03-09https://aicouncil.com/speakers-archive/erik-edelmann2023-01-20https://aicouncil.com/talks/foundations-for-a-multi-modal-lakehouse-for-ai2024-01-17https://aicouncil.com/talks/distributed-sql-databases-deconstructed2024-01-03https://aicouncil.com/talks24/arguments-against-hand-labeling2024-01-16https://aicouncil.com/talks25/benchmarking-ai-agents-against-realistic-analytical-tasks-with-ade-bench2026-02-18https://aicouncil.com/talks/using-git-as-a-nosql-database-for-fine-grained-control-over-the-data-pipeline2024-01-03https://aicouncil.com/talks-0/lakehouse-or-warehouse-where-should-you-live2022-04-29https://aicouncil.com/talks26/the-future-of-column-oriented-data-processing-with-arrow-and-parquet2026-03-09https://aicouncil.com/talks/data-reliability-for-data-lakes2024-01-03https://aicouncil.com/talks24/trimming-the-long-tail-of-production-model-ownership-at-hinge-2025-02-10https://aicouncil.com/talks24/building-developer-tools-at-the-right-level-of-abstraction2024-01-16https://aicouncil.com/talks26/agi-is-already-here-but-its-not-what-you-think2026-03-09https://aicouncil.com/speakers/zach-kulis2025-12-02https://aicouncil.com/talks24/data-security-and-privacy-in-the-age-of-machine-learning2024-01-16https://aicouncil.com/talks/how-data-physicalization-can-be-a-way-to-get-people-to-the-meaning-behind-the-raw-information2024-01-03https://aicouncil.com/blog/n8nhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/OS%20project%20featured%20image%20October%202020.jpegOSprojectfeaturedimageOctober2020OSprojectfeaturedimageOctober20202020-10-15https://aicouncil.com/speaker/lazy-beats-smart-and-fast2021-11-03https://aicouncil.com/talks-archive/using-r-in-a-mid-sized-data-analysis-scenario2019-07-31https://aicouncil.com/speakers-archive/jonathan-medwig2019-12-06https://aicouncil.com/brand-statementhttps://www.datacouncil.ai/hubfs/hd-wallpaper-mountain-range-mountains-114979-1.jpghdwallpapermountainrangemountains1149791hdwallpapermountainrangemountains1149791https://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12019-01-16https://aicouncil.com/speaker-bio/68028349502019-02-25https://aicouncil.com/data-council-events-highlightshttps://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/11.jpg1111https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/11.jpg1111https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/1.jpg11https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/15.jpg1515https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/1.jpg11https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/11.jpg1111https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/6.jpg66https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/9.jpg99https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/12.jpg1212https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/9.jpg99https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/7.jpg77https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/13.jpg1313https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/4.jpg44https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/2.jpg22https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/4.jpg44https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/9.jpg99https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/3.jpg33https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/14.jpg1414https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/16.jpg1616https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/6.jpg66https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/4.jpg44https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/5.jpg55https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/16.jpg1616https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/12.jpg1212https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/11.jpg1111https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/12.jpg1212https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/12.jpg1212https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/16.jpg1616https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/8.jpg88https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/5.jpg55https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/9.jpg99https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/9.jpg99https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/2.jpg22https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/11.jpg1111https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/7.jpg77https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/13.jpg1313https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/17.jpg1717https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/8.jpg88https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/3.jpg33https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/1.jpg11https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/13.jpg1313https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/10.jpg1010https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/3.jpg33https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/19.jpg1919https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/5.jpg55https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/18.jpg1818https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/4.jpg44https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/15.jpg1515https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/1.jpg11https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/1.jpg11https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/12.jpg1212https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/6.jpg66https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/4.jpg44https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/18.jpg1818https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/8.jpg88https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/15.jpg1515https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/16.jpg1616https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/13.jpg1313https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/2.jpg22https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/10.jpg1010https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/2.jpg22https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/10.jpg1010https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/6.jpg66https://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/15.jpg1515https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/10.jpg1010https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/7.jpg77https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/1.jpg11https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/19.jpg1919https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/2.jpg22https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/5.jpg55https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/13.jpg1313https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/5.jpg55https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/10.jpg1010https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/14.jpg1414https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/7.jpg77https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/6.jpg66https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/7.jpg77https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/4.jpg44https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/3.jpg33https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/3.jpg33https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/3.jpg33https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/20.jpg2020https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/5.jpg55https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/17.jpg1717https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/9.jpg99https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/15.jpg1515https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/10.jpg1010https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/BCN%2018/6.jpg66https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/7.jpg77https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2018/8.jpg88https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/14.jpg1414https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/14.jpg1414https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/11.jpg1111https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2017/8.jpg88https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/8.jpg88https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2017/14.jpg1414https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/NYC%2018/14.jpg1414https://www.datacouncil.ai/hubfs/Data%20Council/Events%20Highlights/SF%2019/13.jpg13132019-05-13https://aicouncil.com/speakers-archive/lloyd-danzig2019-12-06https://aicouncil.com/profile/john-tokash2025-04-15https://aicouncil.com/talks/the-story-of-devrel-at-snowflake-how-we-got-here2024-01-03https://aicouncil.com/talks25/text-to-sql-is-not-the-answer-how-to-effectively-use-ai-for-analytics2025-11-30https://aicouncil.com/talks24/scalability-but-at-what-cost2024-01-16https://aicouncil.com/talks26/analytics-and-the-dark-side-of-the-analytics-development-lifecycle2026-03-09https://aicouncil.com/talks26/intelligent-orchestration-datas-missing-link2026-03-09https://aicouncil.com/speaker-bio/jeff-smith2019-02-25https://aicouncil.com/talks-0/stream-processing-design-patterns2022-04-29https://aicouncil.com/speakers-archive/kenneth-sanford2019-12-06https://aicouncil.com/talks-0/interactive-exploratory-analytics-with-druid2022-04-29https://aicouncil.com/talks24/going-bayes-shifting-our-testing-methods-to-reflect-our-priorities2025-02-10https://aicouncil.com/speakers-archive/will-thompson2021-12-18https://aicouncil.com/talks24/the-unreasonable-deceptiveness-of-bad-data2024-01-16https://aicouncil.com/talks26/how-to-create-a-shared-open-standard-for-data-quality2026-03-09https://aicouncil.com/talks24/the-design-of-systems-for-real-time-prediction-serving2024-01-16https://aicouncil.com/talks24/failure-is-a-funnel2025-02-10https://aicouncil.com/speakers-archive/mark-etherington2019-12-06https://aicouncil.com/talks25/beyond-pipelines-introducing-pubsub-for-tables2025-11-30https://aicouncil.com/talks-archive/scaling-data-science2019-07-31https://aicouncil.com/talks-archive/a-machine-learning-approach-to-optimize-prices-during-clearance-sales-at-mango2019-09-06https://aicouncil.com/talks-archive/scalable-data-ingestion-architecture-using-airflow-and-spark2019-07-31https://aicouncil.com/talks-archive/lazy-beats-smart-and-fast2019-07-31https://aicouncil.com/talks-archive/lakehouse-or-warehouse-where-should-you-live2021-11-09https://aicouncil.com/talks24/no-more-bs-how-and-when-to-really-leverage-ai2025-02-10https://aicouncil.com/talks24/streamlining-entry-into-streaming-analytics-with-jupyterhub-and-apache-flink2024-01-29https://aicouncil.com/speakers/thomas-la-piana2025-12-02https://aicouncil.com/talks-0/ai-needs-a-new-kind-of-oltp-lakebase-serverless-postgres-in-the-agent-era2026-03-14https://aicouncil.com/speaker-bio/sean-glover2019-02-25https://aicouncil.com/speakers-archive/jonathan-mortensen2025-03-10https://aicouncil.com/talks/from-1-to-ipo-growing-the-data-team-and-data-culture-at-gitlab2024-01-03https://aicouncil.com/talks-archive/three-tips-for-better-predictive-modeling2019-07-31https://aicouncil.com/talks-0/using-apache-spark-for-processing-trillions-of-records-each-day-at-datadog2022-04-29https://aicouncil.com/talks25/responsible-ai-model-interpretability-and-fairness2025-11-30https://aicouncil.com/talks-archive/declarative-orchestration-why-youve-been-thinking-about-the-wrong-dag-the-entire-time2024-02-08https://aicouncil.com/talks24/building-high-performance-recommender-systems-with-feature-stores2024-01-16https://aicouncil.com/speakers/anne-bauer2025-12-02https://aicouncil.com/speakers/nitya-narasimhan2025-12-02https://aicouncil.com/talks24/python-over-data-lakes-declarative-environments-data-management-and-other-things-with-feathers2025-02-10https://aicouncil.com/speakers-archive/john-bagnall2025-02-09https://aicouncil.com/speaker/presto-fast-sql-on-anything2021-11-03https://aicouncil.com/speakers/ethan-brown2025-12-02https://aicouncil.com/speakers-archive/kartik-nagappa2023-02-02https://aicouncil.com/speakers-archive/katie-bauer2023-01-13https://aicouncil.com/talks/teamwork-makes-the-open-source-dream-work-the-power-of-cross-community-collaboration2024-01-03https://aicouncil.com/talks24/llms-for-data-science2025-02-20https://aicouncil.com/talks25/how-superset-and-druid-power-real-time-analytics-at-airbnb2025-11-30https://aicouncil.com/talks24/time-based-autoencoder-ensemble-for-anomaly-detection-from-iot-time-series2024-01-16https://aicouncil.com/profile/andy-turley2019-04-08https://aicouncil.com/talks25/no-dropped-frames-designing-a-vlm-around-a-latency-budget2026-02-18https://aicouncil.com/speakers/mehrnoosh-sameki2025-12-02https://aicouncil.com/talks-0/creating-an-extensible-big-data-platform2022-04-29https://aicouncil.com/talks26/llm-observability-and-evaluations2026-03-09https://aicouncil.com/speakers/linus-lee2026-03-01https://aicouncil.com/speakers-archive/sergio-martinez-ortuno2019-12-06https://aicouncil.com/talks/validating-evolving-anonymizing-data-in-real-time2024-01-03https://aicouncil.com/profile/meredith-adler2023-01-20https://aicouncil.com/speakers-archive/joshua-hendinata2019-12-06https://aicouncil.com/speakers/krishna-gade2025-12-02https://aicouncil.com/talks-0/uncovering-the-potential-of-tensorflow-22022-04-29https://aicouncil.com/profile/will-thompson2021-12-18https://aicouncil.com/talks24/building-a-data-foundation-for-multimodal-foundation-models2025-03-13https://aicouncil.com/talks26/sparklens-understanding-the-scalability-limits-of-spark-applications2026-03-09https://aicouncil.com/talks-archive/mlops-for-league-of-legends-heimerdinger-toolbelt2023-01-13https://aicouncil.com/speaker/elastic-big-data-platform-at-datadog2021-11-03https://aicouncil.com/talks-archive/building-a-business-review-program-from-scratch2023-01-13https://aicouncil.com/talks-archive/causal-data-science2019-07-31https://aicouncil.com/profile/fedor-zhdanov2023-02-05https://aicouncil.com/talks-archive/look-ma-no-data-warehouse2025-03-31https://aicouncil.com/talks/bridging-functions-and-functionality-how-stitch-fix-empowers-data-scientists-to-do-more-by-doing-less2024-01-03https://aicouncil.com/profile/matt-hartman2019-03-14https://aicouncil.com/talks-0/agentic-ai-from-risk-awareness-to-practical-control2026-03-14https://aicouncil.com/talks/ai-farming-100x-the-yield-with-a-data-team-of-12024-01-03https://aicouncil.com/talks/orchestrating-at-scale-how-instacart-manages-20m-daily-workflows2025-02-10https://aicouncil.com/talks24/scaling-up-your-pandas-workflows-with-modin2024-01-16https://aicouncil.com/talks26/data-engineering-sf202026-03-09https://aicouncil.com/speakers/ryan-blue2025-12-02https://aicouncil.com/talks26/ray-a-framework-for-scaling-and-distributing-python-ml-applications2026-03-09https://aicouncil.com/speakers-archive/yevgeny-pats2024-02-21https://aicouncil.com/talks/ray-for-reinforcement-learning2024-01-03https://aicouncil.com/profile/eric-hansander2024-02-17https://aicouncil.com/talks24/data-reliability-for-data-lakes2024-01-16https://aicouncil.com/speakers/sharon-elkayam2025-12-02https://aicouncil.com/talks24/a-sql-based-metrics-layer-for-duckdb-and-clickhouse2025-02-10https://aicouncil.com/talks/why-when-how-lessons-learned-in-applying-deep-learning-to-real-world-problems2024-01-03https://aicouncil.com/speaker/deploying-data-science-for-distribution-of-the-new-york-times2021-11-03https://aicouncil.com/speakers/patrick-dougherty2025-12-02https://aicouncil.com/talks-archive/beyond-the-ai-pilot-a-framework-for-building-systems-that-actually-deliver2026-03-31https://aicouncil.com/talks/ai-launchpad-2025-nao2025-03-18https://aicouncil.com/talks24/data-mesh-buzzword-or-the-right-guide-towards-a-tactical-recipe-to-improve-event-data-quality2025-04-17https://aicouncil.com/speakers/joe-karlsson2025-12-02https://aicouncil.com/talks-0/privacy-plus-utility-preserving-data-insights-with-state-of-the-art-privacy-protection2022-04-29https://aicouncil.com/talks25/marquez-a-metadata-service-for-data-abstraction-data-lineage-and-event-based-triggers2025-11-30https://aicouncil.com/speakers/corey-bort2025-12-02https://aicouncil.com/talks-archive/conversation-simulator-a-real-life-use-case-leveraging-openais-api2023-01-13https://aicouncil.com/speakers-archive/malte-sandstede2019-12-06https://aicouncil.com/profile/ce-zhang2024-01-09https://aicouncil.com/talks-archive/cloudquery-open-source-high-performance-cross-language-elt-framework-powered-by-apache-arrow2024-02-21https://aicouncil.com/speakers-archive/nathan-sooter2025-03-10https://aicouncil.com/speakers/paula-petrone2025-12-02https://aicouncil.com/speaker-bio/david-kelly2019-02-25https://aicouncil.com/blog/rolling-your-own-distributed-column-storehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-12-27https://aicouncil.com/speakers-archive/anne-bauer2019-12-06https://aicouncil.com/talks26/artwork-personalization-at-netflix2026-03-09https://aicouncil.com/talks-0/beyond-mlops-building-ai-systems-with-metaflow2024-01-27https://aicouncil.com/talks-0/ai-launchpad-2025-nao2025-03-18https://aicouncil.com/talks-archive/responsible-ai-model-interpretability-and-fairness2020-07-27https://aicouncil.com/talks24/https://www.datacouncil.ai/hubfs/Assets%2023/arrow-left-2x.pngarrowleft2xarrowleft2xhttps://www.datacouncil.ai/hubfs/24%20tix%20thumbnail.png24tixthumbnail24tixthumbnailhttps://www.datacouncil.ai/hubfs/Assets%2023/talk-details-decoration-2x.pngtalkdetailsdecoration2xtalkdetailsdecoration2xhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2024-01-16https://aicouncil.com/speakers-archive/yaroslav-tkachenko2021-11-09https://aicouncil.com/profile/james-faghmous2019-03-14https://aicouncil.com/talks-archive/building-21st-century-data-science-and-data-engineering-teams2019-07-31https://aicouncil.com/talks-archive/a-nation-of-immigrants-the-data-sciences2019-07-31https://aicouncil.com/profile/paul-logan2023-01-21https://aicouncil.com/talks24/machine-learning-infrastructure-at-an-early-stage2024-01-16https://aicouncil.com/talks24/charting-the-lakehouse-trail-a-data-migration-adventure2024-03-26https://aicouncil.com/speakers-archive/tom-nats2023-01-21https://aicouncil.com/talks-archive/influxdb-storage-engine-internals2019-07-31https://aicouncil.com/speakers/jackson-argo2025-12-02https://aicouncil.com/talks26/the-model-is-the-product2026-03-09https://aicouncil.com/speakers-archive/aureli-soria-frisch2019-12-06https://aicouncil.com/speakers-archive/ryan-smith2019-12-06https://aicouncil.com/blog/community-metadata-management-and-morehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20March%202021.jpegTop10featuredimageMarch2021Top10featuredimageMarch20212021-04-04https://aicouncil.com/talks24/reproducibility-in-data-science2024-01-16https://aicouncil.com/speakers/denis-yarats2025-12-02https://aicouncil.com/talks25/oops-i-did-it-again-adapting-a-pop-music-identifier-to-find-syndicated-content-in-talk-radio2025-11-30https://aicouncil.com/talks24/ml-in-production-what-does-production-even-mean2024-01-16https://aicouncil.com/talks26/data-culture-20-leveraging-ai-to-build-human-connections-and-expand-your-influence2026-03-09https://aicouncil.com/profile/seth-wiesman2019-11-02https://aicouncil.com/talks24/the-model-is-the-product2025-03-26https://aicouncil.com/talks25/forecasting-airbnbs-marketplace-with-a-causal-graph2025-11-30https://aicouncil.com/profile/alex-kass2019-11-01https://aicouncil.com/talks26/the-end-of-data-governance-as-we-know-it2026-03-09https://aicouncil.com/talks25/gregory-larson-keynote2025-11-30https://aicouncil.com/talks24/apache-arrow-a-cross-language-development-platform-for-in-memory-data2024-01-16https://aicouncil.com/payment-fraud-in-digital-currencyhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Soups_Ranjan_Coinbase_DataEngConf.pngSoupsRanjanCoinbaseDataEngConfSoupsRanjanCoinbaseDataEngConf2018-01-10https://aicouncil.com/talks/coming-soon2024-01-10https://aicouncil.com/talks26/how-investors-think-about-data2026-03-09https://aicouncil.com/macrobase-a-search-engine-for-fast-data-streamshttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/Sahaana%20Suri.pngSahaanaSuriSahaanaSurihttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-12-07https://aicouncil.com/talks25/ai-products-sf202025-11-30https://aicouncil.com/talks-archive/coming-soon2024-01-10https://aicouncil.com/profile/jacek-migdal2025-03-18https://aicouncil.com/profile/sharon-zhou2025-03-29https://aicouncil.com/profile/timothy-chan2023-01-31https://aicouncil.com/talks24/unlocking-ab-testing-for-b2b2025-02-10https://aicouncil.com/scaling-up-apache-spark-at-facebook-a-60tb-use-casehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Shuojie_Wang_Facebook_DataEngConf.pngShuojieWangFacebookDataEngConfShuojieWangFacebookDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-09-20https://aicouncil.com/talks26/influxdb-storage-engine-internals2026-03-09https://aicouncil.com/talks24/building-a-reliable-secure-and-efficient-event-ingestion-pipeline2024-02-21https://aicouncil.com/speakers/shuojie-wang2025-12-02https://aicouncil.com/talks-archive/using-embeddings-to-understand-the-evolution-of-data-science-skill-sets2019-07-31https://aicouncil.com/speakers-archive/ben-hamner2019-12-06https://aicouncil.com/talks-archive/discovering-data-insights-through-neural-networks2019-07-31https://aicouncil.com/talks-0/the-state-of-cross-company-data-exchange2023-01-26https://aicouncil.com/profile/ethan-brown2025-02-05https://aicouncil.com/talks25/bike-sharing-revenue-maximization2025-11-30https://aicouncil.com/talks/the-materialize-incremental-view-maintenance-engine2024-01-03https://aicouncil.com/speakers-archive/jack-klamer2024-02-28https://aicouncil.com/talks-0/make-too-much-knowledge-just-enough.-massive-scale-rag-and-graphrag-with-open-source2025-03-13https://aicouncil.com/profile/jacob-matson2025-03-19https://aicouncil.com/talks/rikai-a-new-data-format-for-analytics-on-unstructured-data-at-scale2024-01-03https://aicouncil.com/talks24/genomic-data-analysis-with-spark-hadoop2024-01-16https://aicouncil.com/talks26/pricing-ai-agents2026-03-09https://aicouncil.com/talks25/ubers-data-journey-100-pb-with-minute-latency2025-11-30https://aicouncil.com/speakers/chenggang-wu2025-12-02https://aicouncil.com/talks-archive/data-at-startups-panel-singapore-20192019-07-31https://aicouncil.com/talks26/the-deconstructed-database-at-datadog2026-03-09https://aicouncil.com/talks-0/cloudquery-open-source-high-performance-cross-language-elt-framework-powered-by-apache-arrow2024-02-21https://aicouncil.com/talks26/elastic-big-data-platform-at-datadog2026-03-09https://aicouncil.com/talks-archive/how-to-use-your-development-data-to-make-llms-code-like-you-and-your-team2024-01-30https://aicouncil.com/profile/mickey-liu2024-03-26https://aicouncil.com/profile/ravin-kumar2025-03-13https://aicouncil.com/talks25/move-fast-and-dont-break-things-how-to-build-a-data-platform-that-scales-with-your-organization2025-11-30https://aicouncil.com/talks-0/how-vercel-builds-dozens-of-metrics-from-one-heterogenous-table2023-01-18https://aicouncil.com/profile/mayukh-bhaowal2019-03-14https://aicouncil.com/talks26/observability-at-the-long-tail-why-sampling-production-data-doesnt-work-for-rare-events2026-03-09https://aicouncil.com/talks-archive/0-to-100-in-under-a-week2019-07-31https://aicouncil.com/talks-0/real-time-schema-discovery2023-02-14https://aicouncil.com/talks24/cloud-data-warehouse-benchmark-redshift-vs-snowflake-vs-bigquery2024-01-16https://aicouncil.com/profile/volodymyr-kubytskyi2019-09-11https://aicouncil.com/talks25/optimizing-time-series-data-in-mixed-architectures-with-questdb2025-11-30https://aicouncil.com/speakers-archive/rigel-swavely2019-12-06https://aicouncil.com/profile/jeff-chao2019-03-14https://aicouncil.com/profile/george-talbot2019-11-01https://aicouncil.com/talks/how-200-leaders-made-business-data-work-harder2024-01-03https://aicouncil.com/talks25/super-secret-next-big-thing-for-duckdb2026-02-25https://aicouncil.com/talks26/the-literate-programmer-cargo-cult-open-source2026-03-09https://aicouncil.com/talks25/data-modeling-and-processing-for-a-travel-super-app2025-11-30https://aicouncil.com/talks26/unbundling-of-the-cloud-data-warehouse2026-03-09https://aicouncil.com/speakers/michael-cohen2025-12-02https://aicouncil.com/talks26/how-to-achieve-data-discovery-with-metadata-and-logs2026-03-09https://aicouncil.com/talks26/bringing-trillions-to-reality-how-sambanovas-memory-centric-design-powers-agentic-ai-and-genai-workflows-for-enterprise-data2026-03-09https://aicouncil.com/profile/nathan-sooter2025-03-10https://aicouncil.com/speakers-archive/luke-merrick2019-12-06https://aicouncil.com/speakers-archive/eevamaija-virtanen2025-01-23https://aicouncil.com/talks-archive/orchestrating-at-scale-how-instacart-manages-20m-daily-workflows2025-02-10https://aicouncil.com/talks/ai-your-way-with-all-in-one-access2025-04-04https://aicouncil.com/talks-0/how-to-make-marketing-fall-in-love-with-data-modeling2023-01-21https://aicouncil.com/talks26/scaling-data-science2026-03-09https://aicouncil.com/talks24/unified-pipeline-architecture-the-evolution-of-data-processing-at-spotify2024-01-16https://aicouncil.com/talks26/what-happens-to-bi-in-an-ai-first-world2026-03-14https://aicouncil.com/automl-the-assembly-line-of-machine-learninghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Mayukh%20Bhaowal.pngMayukhBhaowalMayukhBhaowalhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-06-05https://aicouncil.com/speakers/stephanie-yang2025-12-02https://aicouncil.com/talks/everything-i-know-about-data-science-i-learned-from-model-railroading2024-01-03https://aicouncil.com/talks-0/legal-agency-building-domain-specific-agents-for-enterprise2025-03-31https://aicouncil.com/speakers-archive/vasundra-srinivasan2023-12-21https://aicouncil.com/talks26/beyond-simple-ab-testing-advanced-experimentation-tactics2026-03-09https://aicouncil.com/talks24/high-performance-model-serving-in-python-using-bentoml2024-01-16https://aicouncil.com/speakers/hannes-m%C3%BChleisen2025-12-02https://aicouncil.com/talks-0/welcome-to-our-data-benchmark-where-everythings-made-up-and-the-points-dont-matter2026-03-14https://aicouncil.com/blog/wootric-featured-startup-sf18https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-05https://aicouncil.com/talks26/running-enterprise-agents-in-production-architecture-and-secure-execution-models2026-03-09https://aicouncil.com/talks-archive/sid-anand-committee-member-track-host2020-02-28https://aicouncil.com/talks24/how-to-achieve-data-discovery-with-metadata-and-logs2024-01-16https://aicouncil.com/speakers-archive/duncan-watts2019-12-06https://aicouncil.com/speakers/wouter-de-bie2025-12-02https://aicouncil.com/talks/the-agent-attack-surface-why-ai-is-breaking-software-security-as-we-know-it2026-03-14https://aicouncil.com/talks-archive/data-should-be-invisible2025-03-05https://aicouncil.com/talks26/a-deep-dive-into-the-dbt-manifest2026-03-09https://aicouncil.com/speakers-archive/swyx-shawn-wang2025-01-21https://aicouncil.com/speakers/vadim-semenov2025-12-02https://aicouncil.com/talks-archive/breaking-the-proof-of-concept-cycle-stop-prototyping-and-get-into-production2026-02-18https://aicouncil.com/talks-0/extreme-self-service-turning-data-consumers-into-data-constructors2023-01-26https://aicouncil.com/talks24/making-moves-with-arrow-data-introducing-arrow-database-connectivity-adbc2024-01-16https://aicouncil.com/talks26/breaking-the-proof-of-concept-cycle-stop-prototyping-and-get-into-production2026-03-09https://aicouncil.com/talks25/keynote-real-time-data-infrastructure-and-ai-powering-the-next-generation-of-analytics2025-11-30https://aicouncil.com/talks24/build-ai-apps-with-llama-2-in-10-minutes-with-snowflake-cortex2024-01-16https://aicouncil.com/talks25/etl-with-change-data-capture-in-30-minutes2025-11-30https://aicouncil.com/speakers/etienne-dilocker2025-12-02https://aicouncil.com/talks26/towards-human-ai-teaming-intelligence-ecosystems-to-tackle-high-stakes-use-cases2026-03-09https://aicouncil.com/talks25/writing-unit-tests-for-data-science-code2025-11-30https://aicouncil.com/talks-archive/building-an-ml-experimentation-platform-for-easy-reproducibility2023-03-09https://aicouncil.com/speakers-archive/mady-mantha2023-02-22https://aicouncil.com/speakers-archive/jason-ganz2026-02-18https://aicouncil.com/privacy-policyhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12025-12-01https://aicouncil.com/speakers-archive/joerg-schad2019-12-06https://aicouncil.com/talks-0/scaling-uber-metric-system-from-elasticsearch-to-pinot2023-02-14https://aicouncil.com/talks/building-real-time-analytics-applications-using-apache-pinot-a-case-study-of-linkedin2024-01-03https://aicouncil.com/speaker-bio/marianne-bellotti2019-02-25https://aicouncil.com/talks-archive/the-road-to-exceptional-data-correctness2023-03-09https://aicouncil.com/talks26/anomaly-detection-for-real-world-systems2026-03-09https://aicouncil.com/talks24/time-series-prediction-with-tensorflow2024-01-16https://aicouncil.com/talks-archive/build-trustworthy-llm-apps-powered-by-agentic-evals2026-02-18https://aicouncil.com/speaker-bio/sam-stokes2019-02-25https://aicouncil.com/talks-archive/spatial-data-science-methods-for-improving-models2019-07-31https://aicouncil.com/talks/on-the-margins-insights-vs-reporting2024-01-03https://aicouncil.com/talks-0/statistical-aspects-of-distributed-tracing2022-04-29https://aicouncil.com/speakers-archive/tengyu-ma2025-02-03https://aicouncil.com/talks24/how-to-become-indispensable-fundamentals-of-giving-a-fck2025-02-10https://aicouncil.com/talks/real-time-retrieval-with-deep-learning-benefits-and-challenges2024-01-03https://aicouncil.com/speakers-archive/rupa-parameswaran2019-12-06https://aicouncil.com/speakers-archive/sean-knapp2019-12-06https://aicouncil.com/talks26/rag-in-2025-state-of-the-art-and-the-road-forward-22026-03-09https://aicouncil.com/talks26/build-faster-more-responsive-analytics-with-a-semantic-layer2026-03-09https://aicouncil.com/talks-0/discovering-data-insights-through-neural-networks2022-04-29https://aicouncil.com/profile/gaurav-nuti2026-02-18https://aicouncil.com/speakers-archive/tim-castillo2024-01-29https://aicouncil.com/profile/zhamak-dehghani2024-01-17https://aicouncil.com/talks-0/eval-agents-how-to-solve-error-cascades-in-agents2025-02-20https://aicouncil.com/speakers-archive/sriram-vishwanath2026-03-14https://aicouncil.com/talks/the-missing-manual-everything-you-need-to-know-about-snowflake-optimization2024-01-03https://aicouncil.com/talks-0/leveling-up-in-your-career-as-a-data-scientist-engineer2022-04-29https://aicouncil.com/talks/data-and-ai-in-construction2024-01-03https://aicouncil.com/speakers/llyod-tabb2025-12-02https://aicouncil.com/talks26/the-dirty-little-secret-of-enterprise-data2026-03-09https://aicouncil.com/profile/juliet-hougland2019-03-14https://aicouncil.com/speaker-bio/raghu-murthy2019-02-25https://aicouncil.com/talks25/the-case-for-declarative-machine-learning2025-11-30https://aicouncil.com/talks/unified-pipeline-architecture-the-evolution-of-data-processing-at-spotify2024-01-03https://aicouncil.com/talks26/building-enterprise-agentic-rag-applications-with-reduced-hallucinations2026-03-09https://aicouncil.com/talks-0/liberate-analytical-data-management-with-duckdb2025-02-10https://aicouncil.com/talks/hot-or-not-trends-buzzwords-in-data2024-01-03https://aicouncil.com/talks-0/how-beam-uses-code-based-dashboards-to-scale-analytics-products2024-01-08https://aicouncil.com/speakers-archive/abhay-singhal2026-03-27https://aicouncil.com/talks25/how-to-make-marketing-fall-in-love-with-data-modeling2025-11-30https://aicouncil.com/speakers/reddy-dokuru2026-02-25https://aicouncil.com/speakers/benn-stancil2025-12-02https://aicouncil.com/talks-0/scalable-continuous-monitoring-for-large-scale-ab-experimentation2025-02-27https://aicouncil.com/speakers/anitha-kannan2025-12-02https://aicouncil.com/talks/pitfalls-and-challenges-of-ml-powered-applications2024-01-03https://aicouncil.com/talks-archive/building-a-user-level-targeting-platform2024-01-04https://aicouncil.com/speakers-archive/vicente-valls-rios2019-12-06https://aicouncil.com/profile/deepyaman-datta2024-01-30https://aicouncil.com/talks24/big-data-platform-as-a-service-for-cross-media-monitoring2024-01-16https://aicouncil.com/talks24/intrinsic-autoregressive-models-in-stan2024-01-16https://aicouncil.com/talks25/the-agentic-database-a-new-way-to-interact-with-your-data2025-11-30https://aicouncil.com/talks26/active-learning-why-smart-labeling-is-the-future-of-data-annotation2026-03-09https://aicouncil.com/talks25/the-fun-sized-mlops-stack-from-scratch2025-11-30https://aicouncil.com/speaker/how-data-is-transforming-politics2021-11-03https://aicouncil.com/parsing-of-diverse-healthcare-datahttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Chris_Hartfield_Clover_Health_DataEngConf.pngChrisHartfieldCloverHealthDataEngConfChrisHartfieldCloverHealthDataEngConfhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-01-25https://aicouncil.com/profile/sean-hughes2026-03-14https://aicouncil.com/talks26/data-for-impact-levering-llms-for-nonprofit-social-research2026-03-09https://aicouncil.com/profile/yiqun-hu2019-07-01https://aicouncil.com/profile/lindsay-murphy2024-01-17https://aicouncil.com/speakers-archive/saurabh-bajaj2019-12-06https://aicouncil.com/speakers/emmanuel-ameise2025-12-02https://aicouncil.com/talks25/systemml-spark-a-framework-for-scalable-data-science-algorithm-development2025-11-30https://aicouncil.com/talks-archive/scalable-continuous-monitoring-for-large-scale-ab-experimentation2025-02-27https://aicouncil.com/talks25/uncertainty-aware-food-recognition-by-deep-learning2025-11-30https://aicouncil.com/talks25/industrial-applications-of-ai2025-11-30https://aicouncil.com/profile/leah-weiss2024-02-23https://aicouncil.com/speakers-archive/andrew-dworschak2024-02-20https://aicouncil.com/talks-0/everything-i-know-about-data-science-i-learned-from-model-railroading2023-01-18https://aicouncil.com/talks-archive/data-mesh-the-next-stage-in-the-evolution-from-time-share-to-data-share2024-01-17https://aicouncil.com/speakers-archive/ezi-ozoani2026-02-18https://aicouncil.com/profile/sarah-nagy2023-01-13https://aicouncil.com/talks/data-engineering-and-beyond-nyc192024-01-03https://aicouncil.com/speakers/hossein-azari2025-12-02https://aicouncil.com/speakers-archive/nader-azari2020-02-06https://aicouncil.com/talks26/stream-processing-design-patterns2026-03-09https://aicouncil.com/talks-archive/a-local-first-approach-to-extremely-fast-streaming-visualization2025-03-18https://aicouncil.com/talks-0/stop-looking-for-ai-spending-caps2026-02-25https://aicouncil.com/talks-0/data-security-and-privacy-in-the-age-of-machine-learning2022-04-29https://aicouncil.com/talks25/the-story-of-devrel-at-snowflake-how-we-got-here2025-11-30https://aicouncil.com/profile/rohan-kodialam2026-02-18https://aicouncil.com/talks25/what-happens-to-bi-in-an-ai-first-world2026-03-14https://aicouncil.com/speakers/alexandru-cristu2025-12-02https://aicouncil.com/talks-archive/oops-i-did-it-again-adapting-a-pop-music-identifier-to-find-syndicated-content-in-talk-radio2019-07-31https://aicouncil.com/talks-0/a-modern-data-stack-in-healthcare2025-02-10https://aicouncil.com/talks-archive/pricing-ai-agents2026-02-18https://aicouncil.com/speaker/active-learning-why-smart-labeling-is-the-future-of-data-annotation2021-11-03https://aicouncil.com/speakers/piotr-migdal2025-12-02https://aicouncil.com/speakers-archive/maureen-teyssier2019-12-06https://aicouncil.com/talks-0/the-history-and-anatomy-of-apache-superset2022-04-29https://aicouncil.com/speakers-archive/kishore-parthasarathy2019-12-06https://aicouncil.com/talks-archive/bringing-trillions-to-reality-how-sambanovas-memory-centric-design-powers-agentic-ai-and-genai-workflows-for-enterprise-data2025-03-25https://aicouncil.com/talks26/an-overview-of-storage-for-google-cloud-pub-sub2026-03-09https://aicouncil.com/talks-archive/introduction-to-google-deepminds-models-gemini-2.0-imagen-3-and-veo2025-03-18https://aicouncil.com/speaker/how-engineer-angels-evaluate-data-oriented-companies2021-11-03https://aicouncil.com/talks/building-a-music-analytics-pipeline-at-pandora2024-01-03https://aicouncil.com/profile/sean-glover2019-03-14https://aicouncil.com/hakka-labs-community-meetup-groupshttps://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/BCN%20DATA%20ENGINEERING%20MEETUP.pngBCNDATAENGINEERINGMEETUPBCNDATAENGINEERINGMEETUPhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/NYC%20DATA%20ENGINEERING%20MEETUP%20(1).pngNYCDATAENGINEERINGMEETUP1NYCDATAENGINEERINGMEETUP1https://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/SF%20DATA%20ENGINEERING%20MEETUP.pngSFDATAENGINEERINGMEETUPSFDATAENGINEERINGMEETUPhttps://www.datacouncil.ai/hubfs/DataEngConf/BCN%2018/TORONTO%20DATA%20ENGINEERING%20MEETUP.pngTORONTODATAENGINEERINGMEETUPTORONTODATAENGINEERINGMEETUP2018-05-11https://aicouncil.com/talks25/track-host-data-science-ai-impact-on-business2025-11-30https://aicouncil.com/talks24/lakehouse-or-warehouse-where-should-you-live2024-01-16https://aicouncil.com/talks/zipline-airbnbs-declarative-feature-engineering-framework2024-01-03https://aicouncil.com/talks24/deep-representations-of-time-series2024-01-16https://aicouncil.com/talks25/why-streaming-sql-the-semantics-and-challenges-of-applying-sql-to-unbounded-data2025-11-30https://aicouncil.com/talks/appifying-data-science-workflows-to-create-composable-user-friendly-data-pipeline-products2024-01-03https://aicouncil.com/profile/carmen-herrero2019-09-06https://aicouncil.com/talks-0/patterns-for-enriching-unbounded-data-using-apache-beam2022-04-29https://aicouncil.com/profile/xavier-gumara-rigol2019-08-30https://aicouncil.com/talks-archive/bridging-the-ai-implementation-gap-strategies-for-embedding-data-professionals-with-business-units2025-03-06https://aicouncil.com/speakers/jonathan-heiliger2025-12-02https://aicouncil.com/speakers-archive/kirit-basu2024-01-27https://aicouncil.com/talks-archive/uncovering-the-potential-of-tensorflow-22019-11-01https://aicouncil.com/talks25/llms-semantic-layer-self-serve-has-entered-the-chat2025-11-30https://aicouncil.com/talks25/scaling-data-reliably-a-journey-in-growing-through-data-pain-points2025-11-30https://aicouncil.com/talks-archive/cubing-and-metrics-in-sql2023-01-13https://aicouncil.com/talks-0/the-power-of-data-driven-storytelling2022-04-29https://aicouncil.com/talks/liberate-analytical-data-management-with-duckdb2025-02-10https://aicouncil.com/talks26/data-reliability-engineering-a-new-approach-to-data-quality2026-03-09https://aicouncil.com/profile/skip-everling2025-03-10https://aicouncil.com/talks/democratizing-analytics-via-self-service-netflix-games-edition2026-02-25https://aicouncil.com/speakers-archive/aaron-wroblewski2023-02-14https://aicouncil.com/talks25/how-data-is-transforming-politics2025-11-30https://aicouncil.com/profile/ryan-dolley2024-02-08https://aicouncil.com/talks25/serverless-data-engineering-what-weve-learned-along-the-way2025-11-30https://aicouncil.com/profile/le-zhang2019-06-26https://aicouncil.com/talks24/worse-case-scenario-in-the-database2024-01-16https://aicouncil.com/talks-0/dj-patil-keynote2023-02-24https://aicouncil.com/talks26/fast-effective-natural-language-understanding2026-03-09https://aicouncil.com/profile/a-jesse-jiryu-davis2024-01-26https://aicouncil.com/talks25/messy-data-and-reluctant-users-the-trouble-with-healthcare-data2025-11-30https://aicouncil.com/talks-archive/data-lineage-with-apache-airflow2020-07-13https://aicouncil.com/speaker/building-a-distributed-data-access-layer-for-analytics-on-any-cloud2021-11-03https://aicouncil.com/profile/dwarak-rajagopal2026-03-31https://aicouncil.com/talks-archive/ai-is-going-to-break-your-data-platform-are-you-ready2025-02-20https://aicouncil.com/talks25/using-r-in-a-mid-sized-data-analysis-scenario2025-11-30https://aicouncil.com/talks24/data-access-for-data-science2024-01-16https://aicouncil.com/speakers/miguel-paredes2025-12-02https://aicouncil.com/talks-archive/optimizing-time-series-data-in-mixed-architectures-with-questdb2024-02-17https://aicouncil.com/talks/unified-streambatch-execution-with-ibis2024-01-29https://aicouncil.com/talks25/data-security-and-privacy-in-the-age-of-machine-learning2025-11-30https://aicouncil.com/talks26/ai-challenges-in-customer-care-automation2026-03-09https://aicouncil.com/speaker-bio/reza-shiftehfar2019-02-25https://aicouncil.com/talks-archive/lessons-developing-conversational-ai-virtual-agents2020-07-27https://aicouncil.com/new-bloghttps://www.datacouncil.ai/hubfs/spencer-kimball-podcast.pngspencerkimballpodcastspencerkimballpodcasthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12025-01-30https://aicouncil.com/talks/anomaly-detection-for-data-quality-and-metric-shifts-at-netflix2024-01-03https://aicouncil.com/talks/what-comes-after-deep-learning2026-02-25https://aicouncil.com/talks25/unified-streambatch-execution-with-ibis2025-11-30https://aicouncil.com/speakers/aaron-katz2025-12-02https://aicouncil.com/speaker/iker-martinez-easy-access-to-data-with-presto2021-11-03https://aicouncil.com/speakers/alp-kucukelbir2025-12-02https://aicouncil.com/talks-0/devops-for-machine-learning-and-other-half-truths-processes-and-tools-for-the-ml-lifecycle2022-04-29https://aicouncil.com/profile/max-mergenthaler2023-01-13https://aicouncil.com/talks/super-secret-next-big-thing-for-duckdb2026-02-25https://aicouncil.com/speakers/ronny-luss2025-12-02https://aicouncil.com/talks25/is-kubernetes-a-database2025-11-30https://aicouncil.com/talks25/ai-governance-to-ensure-ethics-transparency-and-compliance-in-ai2025-11-30https://aicouncil.com/talks26/flyte-cloud-native-machine-learning-and-data-processing-platform2026-03-09https://aicouncil.com/talks26/how-to-build-a-genai-application-with-vectara-a-step-by-step-guide2026-03-09https://aicouncil.com/speakers-archive/till-bergmann2019-12-06https://aicouncil.com/speakers/krishnaram-kenthapadi2025-12-02https://aicouncil.com/talks26/lean-engineering-sf202026-03-09https://aicouncil.com/speakers/max-mergenthaler2025-12-02https://aicouncil.com/speaker/an-overview-of-storage-for-google-cloud-pub-sub2021-11-03https://aicouncil.com/talks-archive/bike-sharing-revenue-maximization2019-07-31https://aicouncil.com/talks26/innovating-with-open-generative-ai2026-03-09https://aicouncil.com/talks-0/huggingface-ray-air-integration-a-python-developers-guide-to-scaling-transformers2023-01-31https://aicouncil.com/speaker/oops-i-did-it-again-adapting-a-pop-music-identifier-to-find-syndicated-content-in-talk-radio2021-11-03https://aicouncil.com/talks25/lets-play-flappybird-some-data-engineering2025-11-30https://aicouncil.com/schedule-nyc18https://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/DataEngConf/NYC%2018/nyc%20skyline%20blue.pngnycskylinebluenycskylineblue2018-11-09https://aicouncil.com/talks25/the-skys-the-limit-re-the-next-10-years-of-data-infra-on-clouds2025-11-30https://aicouncil.com/talks25/when-testing-in-production-is-a-good-idea2025-11-30https://aicouncil.com/talks25/rag-in-2025-state-of-the-art-and-the-road-forward-22026-01-12https://aicouncil.com/speaker/enabling-full-stack-data-scientists-at-stitch-fix2021-11-03https://aicouncil.com/profile/silvia-oliveros-torres2019-03-14https://aicouncil.com/blog/apache-hudihttps://www.datacouncil.ai/hubfs/OS%20project%20featured%20image%20August%202020%20Apache%20Hudi.jpegOSprojectfeaturedimageAugust2020ApacheHudiOSprojectfeaturedimageAugust2020ApacheHudihttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-09-01https://aicouncil.com/talks/cost-containment-a-critical-piece-of-your-data-teams-roi2024-01-17https://aicouncil.com/profile/ricardo-fanjul2019-03-14https://aicouncil.com/talks-archive/building-etl-infrastructure-that-analysts-love2019-07-31https://aicouncil.com/talks24/architecting-the-data-lake-how-to-ensure-that-your-etl-pipelines-deliver-high-quality-data2024-01-16https://aicouncil.com/speakers/juan-carlos-castro2025-12-02https://aicouncil.com/profile/lauren-chircus2019-03-14https://aicouncil.com/talks/lessons-in-hiring-data-scientists2024-01-03https://aicouncil.com/talks24/fiddler-an-explainable-ai-engine2024-01-16https://aicouncil.com/talks/genomic-data-analysis-with-spark-hadoop2024-01-03https://aicouncil.com/talks24/conversation-simulator-a-real-life-use-case-leveraging-openais-api2024-01-16https://aicouncil.com/profile/chad-sanderson2021-11-23https://aicouncil.com/talks-0/humanizing-data-architecture-how-design-thinking-transforms-data-strategy2025-02-10https://aicouncil.com/talks-archive/the-history-and-anatomy-of-apache-superset2019-07-31https://aicouncil.com/speaker-bio/christian-romming2019-02-25https://aicouncil.com/talks25/interactive-exploratory-analytics-with-druid2025-11-30https://aicouncil.com/talks/give-rust-a-chance2024-02-20https://aicouncil.com/talks-0/a-data-and-knowledge-driven-approach-for-mental-health-policy-making-at-world-health-organization2022-04-29https://aicouncil.com/talks-archive/the-state-of-cross-company-data-exchange2023-01-26https://aicouncil.com/talks24/getting-real-time-when-to-move-from-batch-to-streaming-and-how-to-do-it-without-hiring-an-entirely-new-team2024-01-16https://aicouncil.com/a-trillion-rows-per-second-as-a-foundation-for-interactive-analyticshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Eric%20Hanson.pngEricHansonEricHanson2018-05-30https://aicouncil.com/talks25/building-systems-to-monitor-data-and-model-health-in-production-systems2025-11-30https://aicouncil.com/profile/yaniv-ben-hemo2023-03-06https://aicouncil.com/talks-0/optimizing-time-to-data-through-streams-and-data-abstraction2022-04-29https://aicouncil.com/talks-0/make-vibe-coding-safe-how-to-test-with-playwright2026-02-18https://aicouncil.com/talks25/building-a-data-powered-sales-intelligence-platform2025-11-30https://aicouncil.com/talks25/building-data-engineering-teams2025-11-30https://aicouncil.com/talks25/data-scientist-or-the-most-dangerous-job-of-the-21st-century2025-11-30https://aicouncil.com/talks24/the-end-of-data-governance-as-we-know-it2024-01-27https://aicouncil.com/talks-0/a-local-first-approach-to-extremely-fast-streaming-visualization2025-03-18https://aicouncil.com/talks26/how-superset-and-druid-power-real-time-analytics-at-airbnb2026-03-09https://aicouncil.com/simulation-based-inference-advantages-over-ab-testing-in-real-estatehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Nelson_Ray_Opendoor_DataEngConf.pngNelsonRayOpendoorDataEngConfNelsonRayOpendoorDataEngConf2017-10-01https://aicouncil.com/speakers/brian-femiano2025-12-02https://aicouncil.com/talks24/the-trade-off-between-strict-validation-and-accepting-anything2024-01-16https://aicouncil.com/speakers-archive/darlene-volas2025-04-17https://aicouncil.com/talks25/dont-let-your-ml-models-decay2025-11-30https://aicouncil.com/talks-archive/how-a-less-is-more-approach-stems-the-sprawl-of-security-data-and-makes-it-more-actionable2023-04-20https://aicouncil.com/talks-archive/causal-inference-in-data-science-from-prediction-to-causation2019-07-31https://aicouncil.com/talks26/the-first-data-hires-guide-to-the-modern-data-stack2026-03-09https://aicouncil.com/talks-archive/what-i-dont-want-to-exist-in-the-data-world-in-5-years2023-02-14https://aicouncil.com/talks24/processing-geographic-data-at-internet-scale2024-01-16https://aicouncil.com/talks-0/a-view-from-apache-flink-on-evolution-and-outlooks-for-the-modern-stateful-stream-processor2022-04-29https://aicouncil.com/talks/data-culture-20-leveraging-ai-to-build-human-connections-and-expand-your-influence2024-02-07https://aicouncil.com/talks-archive/the-unreasonable-deceptiveness-of-bad-data2019-07-31https://aicouncil.com/talks26/how-to-interpret-and-explain-your-black-box-models2026-03-09https://aicouncil.com/profile/dr-nile-wilson2023-01-13https://aicouncil.com/speakers/tom%C3%A1s-kofman2025-12-02https://aicouncil.com/talks25/building-the-open-data-lakehouse2025-11-30https://aicouncil.com/talks26/data-and-ai-in-construction2026-03-09https://aicouncil.com/speaker/hazardous-models-and-risk-mitigation-in-real-estate2021-11-03https://aicouncil.com/talks-0/urgent-help-these-pets-find-homes-working-across-teams-in-datahub2023-01-21https://aicouncil.com/talks-0/beyond-next-token-prediction-joint-embeddings-world-models-and-why-natural-language-isnt-enough2026-03-14https://aicouncil.com/blog/apache-airflow-beyond-spreadsheets-and-more-top-10-links-from-across-the-webhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Top%2010%20featured%20image%20July%202020.jpegTop10featuredimageJuly2020Top10featuredimageJuly20202020-10-26https://aicouncil.com/talks-0/anomaly-detection-for-real-world-systems2022-04-29https://aicouncil.com/speakers/amit-ramesh2025-12-02https://aicouncil.com/talks24/the-software-architecture-of-wayups-job-recommender-system2024-01-16https://aicouncil.com/talks25/the-future-of-guardrails2025-11-30https://aicouncil.com/speakers/franziska-bell2025-12-02https://aicouncil.com/talks/lessons-developing-conversational-ai-virtual-agents2024-01-03https://aicouncil.com/talks26/statistical-aspects-of-distributed-tracing2026-03-09https://aicouncil.com/talks-0/unified-data-experience-unleashing-the-value-of-bp-data2024-02-21https://aicouncil.com/talks24/panel-data-lineage-weve-come-a-long-way2024-01-27https://aicouncil.com/profile/aaron-katz2025-03-16https://aicouncil.com/talks26/an-update-on-scikit-learn2026-03-09https://aicouncil.com/talks25/functional-data-engineering-a-set-of-best-practices2025-11-30https://aicouncil.com/speakers/jeff-smith2025-12-02https://aicouncil.com/profile/robertyi2023-01-13https://aicouncil.com/profile/jeremey-goldberg2023-01-21https://aicouncil.com/talks/feed-the-alligators-with-the-lights-on-how-data-engineers-can-see-who-really-uses-data2024-01-03https://aicouncil.com/talks26/scaling-a-data-pipeline-mystery-to-mastery2026-03-09https://aicouncil.com/talks25/uncovering-the-potential-of-tensorflow-22025-11-30https://aicouncil.com/speakers/kord-campbell2025-12-02https://aicouncil.com/talks/weld-accelerating-data-science-by-100x2024-01-03https://aicouncil.com/profile/andrea-spina2019-08-30https://aicouncil.com/speaker/the-highs-and-lows-of-building-an-adtech-data-pipeline2021-11-03https://aicouncil.com/speaker/building-a-cloud-native-sql-database2021-11-03https://aicouncil.com/talks-archive/streamlining-entry-into-streaming-analytics-with-jupyterhub-and-apache-flink2024-01-29https://aicouncil.com/talks-0/lightning-talks2022-04-29https://aicouncil.com/speakers-archive/xinlu-huang2019-12-06https://aicouncil.com/talks24/track-host-streaming-systems2024-01-16https://aicouncil.com/talks-0/agents-are-eating-the-semantic-layer2026-03-14https://aicouncil.com/speakers/connor-mcarthur2025-12-02https://aicouncil.com/speakers/sean-glover2025-12-02https://aicouncil.com/talks24/bringing-trillions-to-reality-how-sambanovas-memory-centric-design-powers-agentic-ai-and-genai-workflows-for-enterprise-data2025-03-25https://aicouncil.com/speaker-bio/xinlu-huang2019-02-25https://aicouncil.com/speakers-archive/jackson-argo2019-12-06https://aicouncil.com/talks25/its-about-time-an-introduction-to-timely-dataflow2025-11-30https://aicouncil.com/talks26/architecting-the-data-lake-how-to-ensure-that-your-etl-pipelines-deliver-high-quality-data2026-03-09https://aicouncil.com/speakers/claudia-perlich2025-12-02https://aicouncil.com/talks26/rethinking-orchestration-as-reconciliation-software-defined-assets-in-dagster2026-03-09https://aicouncil.com/talks25/compound-ai-systems-for-modern-application-development2025-11-30https://aicouncil.com/speakers-archive/chang-she2021-12-20https://aicouncil.com/talks-0/causal-inference-in-data-science-from-prediction-to-causation2022-04-29https://aicouncil.com/talks-archive/data-engineering-is-not-software-engineering-until-it-is2025-02-14https://aicouncil.com/talks/the-reality-of-building-a-modern-ai-data-stack2024-01-30https://aicouncil.com/speakers-archive/soups-ranjan2019-12-06https://aicouncil.com/speaker-bio/sameer-yami2019-02-25https://aicouncil.com/talks-0/an-overview-of-storage-for-google-cloud-pub-sub2022-04-29https://aicouncil.com/profile/nuno-campos2025-03-25https://aicouncil.com/talks26/is-kubernetes-a-database2026-03-09https://aicouncil.com/talks26/meet-dbt-the-data-transformation-tool-used-by-jetblue-gitlab-wistia-and-away2026-03-09https://aicouncil.com/speakers/jean-mathieu-saponaro2025-12-02https://aicouncil.com/speakers-archive/alex-kass2019-12-06https://aicouncil.com/talks25/ai-farming-100x-the-yield-with-a-data-team-of-12025-11-30https://aicouncil.com/speakers-archive/ben-reinhardt2019-12-06https://aicouncil.com/talks-archive/how-to-interpret-and-explain-your-black-box-models2023-01-18https://aicouncil.com/talks-archive/lets-teach-claude-code-semantic-code-search-with-turbopuffer2026-03-27https://aicouncil.com/talks-0/from-batch-to-streaming-to-both-the-data-platform-at-skyscanner2022-04-29https://aicouncil.com/profile/ion-stoica2019-03-14https://aicouncil.com/speakers-archive/catherine-tarsney2019-12-06https://aicouncil.com/talks-archive/building-an-open-data-lake-house-using-trino-and-apache-iceberg2023-01-21https://aicouncil.com/speakers-archive/sid-choudhury2019-12-06https://aicouncil.com/profile/ben-hamner2019-03-14https://aicouncil.com/talks-0/building-a-programming-by-example-pbe-framework-in-trifacta-lessons-learned-and-implications-for-data-analytics2022-04-29https://aicouncil.com/speaker/parsing-of-diverse-healthcare-data2021-11-03https://aicouncil.com/speakers-archive/zander-matheson2023-02-02https://aicouncil.com/talks26/the-right-stuff-lessons-learned-from-a-decade-of-data-engineering2026-03-09https://aicouncil.com/speakers-archive/gwen-shapira2020-02-14https://aicouncil.com/talks/peloton-the-self-driving-database-management-system2024-01-03https://aicouncil.com/speakers/dhruv-singh2025-12-02https://aicouncil.com/talks25/measure-what-matters-measurement-strategies-for-the-mobile-age2025-11-30https://aicouncil.com/profile/meryem-arik2026-03-31https://aicouncil.com/talks26/inference-for-async-agents-in-production2026-03-31https://aicouncil.com/speaker-bio/george-davis2019-02-25https://aicouncil.com/speakers-archive/madison-faulkner2025-01-21https://aicouncil.com/talks25/processing-trillions-of-records-at-okta-with-mini-serverless-databases2025-11-30https://aicouncil.com/checkout-confirmationhttps://www.datacouncil.ai/hubfs/DataEngConf/bcn.pngbcnbcnhttps://www.datacouncil.ai/hubfs/Backgrounds/Untitled%20design.jpgUntitleddesignUntitleddesignhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataEngConf/sf.pngsfsfhttps://www.datacouncil.ai/hubfs/Data%20Council/Meetups/Singapore%20Skyline.pngSingaporeSkylineSingaporeSkyline2021-08-26https://aicouncil.com/talks24/data-science-pinterest2024-01-16https://aicouncil.com/talks24/validating-evolving-anonymizing-data-in-real-time2024-01-16https://aicouncil.com/speaker-bio/lisha-li2019-02-25https://aicouncil.com/talks/scaling-uber-metric-system-from-elasticsearch-to-pinot2024-01-03https://aicouncil.com/talks26/designing-for-life-or-death-building-data-products-for-biopharma-operations-with-fathom2026-03-09https://aicouncil.com/speakers-archive/aditya-jami2019-12-06https://aicouncil.com/talks-archive/data-engineering-sf202020-01-28https://aicouncil.com/talks/this-app-ends-tantrums-how-ml-nlp-and-five-minutes-of-playtime-help-parents-caregivers-and-children-enjoy-life-together2024-01-03https://aicouncil.com/talks-archive/dagster-workflows-for-data-science-machine-learning-and-data-engineering2020-02-14https://aicouncil.com/speakers/gandalf-hernandez2025-12-02https://aicouncil.com/talks-archive/data-science-and-insights-sf202020-02-11https://aicouncil.com/talks-archive/data-mesh-buzzword-or-the-right-guide-towards-a-tactical-recipe-to-improve-event-data-quality2025-04-17https://aicouncil.com/talks-archive/mozilla-ai2026-03-31https://aicouncil.com/talks/designing-for-intelligence-at-github-next-patterns-and-practices-for-making-ai-powered-products2024-01-03https://aicouncil.com/talks-archive/context-engineering-at-the-frontier2026-03-01https://aicouncil.com/profile/jon-bratseth2020-02-14https://aicouncil.com/talks-0/the-ai-data-scientist-isnt-a-software-engineer2026-02-18https://aicouncil.com/talks-archive/worse-case-scenario-in-the-database2019-07-31https://aicouncil.com/talks24/a-modern-data-stack-in-healthcare2025-02-10https://aicouncil.com/talks-0/how-developers-should-think-about-the-emerging-ai-stack2024-03-01https://aicouncil.com/talks24/0-to-100-in-under-a-week2024-01-16https://aicouncil.com/talks24/the-trials-and-tribulations-of-scaling-data-science-and-engineering2024-01-16https://aicouncil.com/speakers/lindsay-murphy2025-12-02https://aicouncil.com/speakers-archive/dave-garcia2019-12-06https://aicouncil.com/speakers-archive/gandalf-hernandez2019-12-06https://aicouncil.com/talks-archive/track-host-data-analytics2019-07-31https://aicouncil.com/talks/scaling-data-science2024-01-03https://aicouncil.com/talks26/change-data-streaming-patterns-with-debezium-apache-flink2026-03-09https://aicouncil.com/talks/python-data-wrangling-preparing-for-the-future2024-01-03https://aicouncil.com/talks-0/build-ai-apps-with-llama-2-in-10-minutes-with-snowflake-cortex2023-12-19https://aicouncil.com/talks24/compound-ai-systems-for-modern-application-development2025-02-10https://aicouncil.com/talks-archive/track-host-startups-new-york-20182019-07-31https://aicouncil.com/profile/shirshanka-das2021-10-20https://aicouncil.com/talks/lean-engineering-sf202024-01-03https://aicouncil.com/talks26/building-real-time-analytics-applications-using-apache-pinot-a-case-study-of-linkedin2026-03-09https://aicouncil.com/talks/the-right-stuff-lessons-learned-from-a-decade-of-data-engineering2024-01-03https://aicouncil.com/talks-0/monarch-googles-planet-scale-streaming-monitoring-infrastructure2022-04-29https://aicouncil.com/speakers-archive/marco-slot2025-01-13https://aicouncil.com/talks24/scaling-data-products-under-startup-constraints-a-case-study-of-ml-bias-testing2024-01-16https://aicouncil.com/talks-0/spark-dask-duckdb-polars-benchmarks-at-scale2024-01-17https://aicouncil.com/talks-archive/apache-kafka-and-the-rise-of-stream-processing2019-07-31https://aicouncil.com/talks25/empowering-customer-facing-teams-with-voice-based-ai2025-11-30https://aicouncil.com/talks-0/active-learning-why-smart-labeling-is-the-future-of-data-annotation2022-04-29https://aicouncil.com/speakers-archive/raghu-murthy2019-12-06https://aicouncil.com/talks26/building-a-business-review-program-from-scratch2026-03-09https://aicouncil.com/speakers/nicolas-joseph2025-12-02https://aicouncil.com/talks24/a-101-in-time-series-analytics-with-apache-arrow-pandas-and-parquet2024-01-26https://aicouncil.com/talks-archive/a-data-engineering-approach-to-solving-problems2019-07-31https://aicouncil.com/talks/agentic-ai-from-risk-awareness-to-practical-control2026-03-14https://aicouncil.com/speaker/reinforcement-learning-for-data-scientists2021-11-03https://aicouncil.com/talks24/achieve-better-data-quality-with-data-warehouse-observability2024-01-16https://aicouncil.com/speakers-archive/jonathan-heiliger2019-12-06https://aicouncil.com/talks24/i-have-a-bone-to-pick-with-feature-stores2024-01-16https://aicouncil.com/speaker/cloud-native-stream-processing2021-11-03https://aicouncil.com/talks25/analyzing-data-in-the-cloud-is-true-privacy-and-security-possible2025-11-30https://aicouncil.com/talks-0/building-a-business-review-program-from-scratch2023-01-13https://aicouncil.com/talks-archive/accelerating-machine-learning-with-training-data-management2019-07-31https://aicouncil.com/speakers-archive/karthik-thirumalai2019-12-06https://aicouncil.com/talks-archive/7-habits-to-build-ethical-ai2019-07-31https://aicouncil.com/talks-0/etl-with-change-data-capture-in-30-minutes2023-01-31https://aicouncil.com/talks-0/on-the-margins-insights-vs-reporting2022-04-29https://aicouncil.com/talks25/harel-datadog2026-03-31https://aicouncil.com/speakers-archive/laura-cosgrove2024-01-04https://aicouncil.com/blog/rebuilding-open-source-analytics-airbnbhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-01-24https://aicouncil.com/speaker-bio/ben-hamner2019-02-25https://aicouncil.com/profile/egor-gryaznov2021-11-09https://aicouncil.com/talks-0/flink-sql-in-action2022-04-29https://aicouncil.com/talks26/dbt-powerful-open-source-data-transformations2026-03-09https://aicouncil.com/talks25/data-lineage-with-apache-airflow2025-11-30https://aicouncil.com/talks24/how-to-make-fewer-bad-decisions-daragh-sibley2024-01-16https://aicouncil.com/talks-archive/building-data-engineering-teams2019-08-19https://aicouncil.com/profile/emmanuel-ameise2024-01-26https://aicouncil.com/talks25/the-statistics-of-dirty-data2025-11-30https://aicouncil.com/speakers-archive/mehrnoosh-sameki2020-07-27https://aicouncil.com/speakers-archive/mikiko-bazeley2023-01-31https://aicouncil.com/talks26/when-your-ai-agent-runs-for-16-days-straight2026-03-14https://aicouncil.com/talks24/declarative-orchestration-why-youve-been-thinking-about-the-wrong-dag-the-entire-time2024-02-08https://aicouncil.com/talks24/building-the-open-data-lakehouse2024-01-16https://aicouncil.com/talks-archive/weld-accelerating-data-science-by-100x2019-07-31https://aicouncil.com/democratizing-data-with-the-clover-transform-frameworkhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Untitleddesign.pngUntitleddesignUntitleddesignhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-05-28https://aicouncil.com/profile/marek-galovic2025-03-18https://aicouncil.com/talks-0/building-an-ecosystem-for-open-foundation-models-together2024-01-10https://aicouncil.com/talks-archive/scalability-is-quantifiable-the-universal-scalability-law2019-07-31https://aicouncil.com/profile/yusuf-ozuysal2025-04-04https://aicouncil.com/talks-0/machine-learning-from-development-to-production-at-instacart2022-04-29https://aicouncil.com/talks26/the-observatorium-using-machine-learning-and-observability-together-to-reduce-incident-impact2026-03-09https://aicouncil.com/talks25/extreme-self-service-turning-data-consumers-into-data-constructors2025-11-30https://aicouncil.com/talks26/data-should-be-invisible2026-03-09https://aicouncil.com/speakers-archive/hope-wang2024-02-21https://aicouncil.com/talks25/to-get-the-value-ditch-the-hype2025-11-30https://aicouncil.com/talks26/just-because-your-data-is-unstructured-doesnt-mean-it-should-be-onerous2026-03-09https://aicouncil.com/talks25/scaling-data-science2025-11-30https://aicouncil.com/talks25/from-playgrounds-to-production-the-evolution-of-ai-evaluation-at-coda2025-11-30https://aicouncil.com/speaker-bio/chris-hartfield2019-02-25https://aicouncil.com/talks-0/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processing-snlp2022-04-29https://aicouncil.com/talks26/event-driven-data-architecture-at-letgo2026-03-09https://aicouncil.com/talks24/the-value-of-data-for-citizens-and-health-professionals2024-01-16https://aicouncil.com/talks-archive/from-batch-to-streaming-to-both-the-data-platform-at-skyscanner2019-10-14https://aicouncil.com/talks24/creating-a-data-engineering-culture2024-01-16https://aicouncil.com/talks/privacy-plus-utility-preserving-data-insights-with-state-of-the-art-privacy-protection2024-01-03https://aicouncil.com/speakers/matthew-rocklin2025-12-02https://aicouncil.com/talks25/track-host-hero-engineering-and-databases2025-11-30https://aicouncil.com/talks26/trinity-training-a-400b-moe-from-scratch-without-losing-your-mind2026-03-09https://aicouncil.com/talks26/cubing-and-metrics-in-sql2026-03-09https://aicouncil.com/speakers/john-davies2025-12-02https://aicouncil.com/talks-archive/creating-and-powering-intelligent-assistants2019-10-18https://aicouncil.com/profile/michael-cohen2025-02-14https://aicouncil.com/talks25/data-product-success-aligning-with-datas-core-purpose-a-framework-for-data-product-management-for-increasing-adoption-and-user-love2025-11-30https://aicouncil.com/blog/apache-iceberghttps://www.datacouncil.ai/hubfs/iceberg-1.pngiceberg1iceberg1https://www.datacouncil.ai/hubfs/OS%20project%20featured%20image%20July%202020.jpegOSprojectfeaturedimageJuly2020OSprojectfeaturedimageJuly2020https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12020-07-17https://aicouncil.com/speakers-archive/lauren-chircus2019-12-06https://aicouncil.com/talks25/building-blocks-reusing-queries-in-semantic-data-modeling2025-11-30https://aicouncil.com/profile/aron-pettersson2019-06-20https://aicouncil.com/talks26/agents-will-need-trillions-of-databases.-lets-give-it-to-them2026-03-09https://aicouncil.com/speakers-archive/xavier-gumara-rigol2019-12-06https://aicouncil.com/talks-archive/kafka-streams-in-production-from-use-case-to-monitoring2019-08-19https://aicouncil.com/speakers/chang-she2025-12-02https://aicouncil.com/talks-0/chaos-by-design-solving-the-unsolvable-ai-agent-testing-problem2025-03-20https://aicouncil.com/talks25/what-every-data-scientist-needs-to-know-about-gpus2025-11-30https://aicouncil.com/speakers/serhii-sokolenko2025-12-02https://aicouncil.com/speakers-archive/mitul-tiwari2020-07-27https://aicouncil.com/talks-archive/unbundling-of-the-cloud-data-warehouse2025-02-10https://aicouncil.com/talks-archive/agents-will-need-trillions-of-databases.-lets-give-it-to-them2026-02-25https://aicouncil.com/talks-0/payment-fraud-in-digital-currency2022-04-29https://aicouncil.com/speakers/robert-martin-short2026-03-27https://aicouncil.com/talks24/an-open-semantic-layer-with-cube2024-01-16https://aicouncil.com/talks-archive/murron-reliable-logging-pipeline2019-08-19https://aicouncil.com/talks25/anomaly-detection-for-data-quality-and-metric-shifts-at-netflix2025-11-30https://aicouncil.com/profile/keiji-yoshida2019-03-14https://aicouncil.com/talks26/reproducibility-in-data-science2026-03-09https://aicouncil.com/talks-archive/using-apache-arrow-calcite-and-parquet-to-build-a-relational-cache2019-07-31https://aicouncil.com/talks24/lazy-beats-smart-and-fast2024-01-16https://aicouncil.com/talks-0/hoodie-an-open-source-incremental-processing-framework-from-uber2022-04-29https://aicouncil.com/speaker/scaling-the-best-healthcare-to-everyone-with-ai2021-11-03https://aicouncil.com/talks-0/from-postgres-to-clickhouse-and-back-building-a-unified-oltp-olap-database-for-ai-workloads2026-02-25https://aicouncil.com/talks26/the-value-of-data-for-citizens-and-health-professionals2026-03-09https://aicouncil.com/talks24/composable-interfaces-for-parallel-processing-in-apache-spark-weld2024-01-16https://aicouncil.com/talks26/eval-agents-how-to-solve-error-cascades-in-agents2026-03-09https://aicouncil.com/speakers-archive/lisha-li2019-12-06https://aicouncil.com/speakers-archive/ernie-ostic2024-02-21https://aicouncil.com/profile/mark-etherington2019-10-22https://aicouncil.com/speakers-archive/arun-kejariwal2019-12-06https://aicouncil.com/speakers-archive/tony-kau2024-02-08https://aicouncil.com/talks25/leveraging-stateful-functions-to-power-the-next-generation-of-event-driven-applications2025-11-30https://aicouncil.com/talks-0/applying-design-to-solve-scaling-problems-and-evolve-an-architecture2022-04-29https://aicouncil.com/talks-archive/internals-of-slatedb-an-embedded-key-value-store-built-on-object-storage2025-02-10https://aicouncil.com/talks26/forgiveness-not-permission-running-agents-on-production-data2026-03-09https://aicouncil.com/talks-archive/context-engineering-2.0-unifying-mcp-agentic-rag-and-memory2026-03-14https://aicouncil.com/speakers-archive/john-tokash2025-04-15https://aicouncil.com/speaker-bio/albert-franzi-cros2019-02-25https://aicouncil.com/talks26/data-engineering-and-beyond-nyc192026-03-09https://aicouncil.com/talks26/billion-scale-vector-search-on-object-storage2026-03-09https://aicouncil.com/blog/november-2024-top-10-by-monte-carlohttps://www.datacouncil.ai/hubfs/8a2cb125-3cf4-8047-2e57-946a8fdc7287.png8a2cb1253cf480472e57946a8fdc72878a2cb1253cf480472e57946a8fdc7287https://www.datacouncil.ai/hubfs/Email%20-%20Top%2010%20(300%20x%20175%20px)%204.35.29%20PM.pngEmailTop10300x175px43529PMEmailTop10300x175px43529PMhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12024-12-06https://aicouncil.com/talks26/building-an-ecosystem-for-open-foundation-models-together2026-03-09https://aicouncil.com/talks-archive/analyzing-data-in-the-cloud-is-true-privacy-and-security-possible2019-07-31https://aicouncil.com/talks24/end-to-end-exactly-once-aggregation-over-ad-streams2024-01-16https://aicouncil.com/talks24/driving-revenue-by-getting-your-data-outside-your-company2024-01-16https://aicouncil.com/talks26/going-bayes-shifting-our-testing-methods-to-reflect-our-priorities2026-03-09https://aicouncil.com/talks24/extract-tiered-transform-load-a-pipeline-for-a-modular-scalable-and-observable-internal-analytics-platform2024-01-16https://aicouncil.com/talks/materializedbt-streaming-for-the-modern-data-stack2024-01-03https://aicouncil.com/speakers/kyle-weller2025-12-02https://aicouncil.com/speakers/sean-anderson2025-12-02https://aicouncil.com/speakers-archive/joanne-chen2022-01-31https://aicouncil.com/talks/agents-are-eating-the-semantic-layer2026-03-14https://aicouncil.com/speakers/pau-garcia2025-12-02https://aicouncil.com/talks-0/scalable-and-sustainable-feature-engineering-with-hamilton2023-01-24https://aicouncil.com/speakers/hope-wang2025-12-02https://aicouncil.com/talks26/building-etl-infrastructure-that-analysts-love2026-03-09https://aicouncil.com/talks25/high-performance-model-serving-in-python-using-bentoml2025-11-30https://aicouncil.com/speakers-archive/suman-karumuri2024-02-28https://aicouncil.com/talks24/twitter-heron-the-path-towards-elastic-streaming2024-01-16https://aicouncil.com/talks26/building-developer-tools-at-the-right-level-of-abstraction2026-03-09https://aicouncil.com/talks26/data-in-privacy-out-data-streams-for-the-privacy-age-with-strm-privacy2026-03-09https://aicouncil.com/talks24/a-new-science-of-cities-high-resolution-of-economic-complexity-at-the-urban-scale2024-01-16https://aicouncil.com/talks-0/the-future-of-data-engineering-from-unstructured-to-structured-in-an-agentic-data-era2025-02-10https://aicouncil.com/talks26/hot-takes-and-tragic-mistakes-how-not-to-integrate-data-people-in-your-app-dev-team-workflows2026-03-09https://aicouncil.com/talks-archive/just-because-your-data-is-unstructured-doesnt-mean-it-should-be-onerous2021-12-22https://aicouncil.com/profile/dadi-atar2025-02-27https://aicouncil.com/talks-archive/intrinsic-autoregressive-models-in-stan2019-10-28https://aicouncil.com/speakers/karthik-thirumalai2025-12-02https://aicouncil.com/speakers/rachad-alao2025-12-02https://aicouncil.com/talks-archive/powering-ubers-global-network-analytics-pipelines-in-near-real-time-with-hudi-delta-streamer-ethan-guo-yihua2019-07-31https://aicouncil.com/talks-archive/an-open-semantic-layer-with-cube2023-01-21https://aicouncil.com/talks-archive/stop-obsessing-about-data-infrastructure2019-07-31https://aicouncil.com/talks-0/future-of-data-science-nyc192022-04-29https://aicouncil.com/talks-archive/real-estate-search-engine-enhancement-using-ai-ml-5-examples2019-09-11https://aicouncil.com/talks/iggy-build-better-models-with-location-data2024-01-03https://aicouncil.com/talks-archive/instant-preview-mode-real-time-feedback-to-make-sql-data-exploration-fly2025-02-10https://aicouncil.com/speakers-archive/john-maiden2019-12-06https://aicouncil.com/profile/naheil-mcavinue2026-02-18https://aicouncil.com/talks/predicting-chaotic-systems-with-sparse-data-lessons-from-numerical-weather-prediction2024-01-03https://aicouncil.com/talks25/ai-launchpad-2025-guilde2025-11-30https://aicouncil.com/talks-0/small-data-and-the-model-stack2022-04-29https://aicouncil.com/talks-0/using-causal-forests-for-subpopulation-identification-in-randomized-clinical-trials2022-04-29https://aicouncil.com/talks-archive/democratizing-metric-definition-and-discovery-at-airbnb2019-07-31https://aicouncil.com/talks-archive/the-mythical-agent-month2026-03-14https://aicouncil.com/talks25/fast-reactions-planning-and-reasoning-quickly-with-llms2025-11-30https://aicouncil.com/speaker-bio/68028349772019-02-25https://aicouncil.com/speaker-bio/montana-low2019-02-25https://aicouncil.com/profile/hugo-bowne-anderson2019-10-28https://aicouncil.com/talks-archive/the-data-practitioners-guide-to-data-discovery2021-11-03https://aicouncil.com/talks26/scaling-the-best-healthcare-to-everyone-with-ai2026-03-09https://aicouncil.com/speakers/joseph-ross2025-12-02https://aicouncil.com/talks25/a-federated-information-infrastructure-that-works2025-11-30https://aicouncil.com/talks26/open-data-foundations-across-hudi-iceberg-and-delta2026-03-09https://aicouncil.com/speakers-archive/sai-srirampur2024-02-28https://aicouncil.com/speaker-bio/allison-king2019-02-25https://aicouncil.com/talks25/lessons-developing-conversational-ai-virtual-agents2025-11-30https://aicouncil.com/talks-0/evolving-stitch-fix-data-platform-for-data-lineage2022-04-29https://aicouncil.com/speaker-bio/sumedh-pathak2019-02-25https://aicouncil.com/talks25/murron-reliable-logging-pipeline2025-11-30https://aicouncil.com/speakers-archive/ricardo-fanjul2019-12-06https://aicouncil.com/speakers-archive/shawndra-hill2019-12-06https://aicouncil.com/talks25/ai-launchpad-2025-tower2025-11-30https://aicouncil.com/weld-accelerating-data-science-by-100xhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Shoumik%20Palkar.pngShoumikPalkarShoumikPalkar2018-06-25https://aicouncil.com/talks26/data-contracts-in-the-modern-data-stack2026-03-09https://aicouncil.com/profile/jesus-camacho2025-01-10https://aicouncil.com/talks24/mozilla-ai2026-03-31https://aicouncil.com/speaker-bio/shoumik-palkar2019-02-25https://aicouncil.com/profile/paula-petrone2019-08-29https://aicouncil.com/talks-archive/the-end-of-history-convergence-of-batch-and-realtime-data-technologies2023-02-14https://aicouncil.com/talks24/dont-optimize-my-queries-optimize-my-data2024-01-16https://aicouncil.com/talks/a-guide-to-deploy-enterprise-ready-clawdbot-in-under-30-minutes-and-wont-make-your-ciso-hate-you2026-03-27https://aicouncil.com/profile/alberto-betella2019-08-26https://aicouncil.com/speakers-archive/andrew-lamb2024-01-09https://aicouncil.com/talks26/mlops-for-league-of-legends-heimerdinger-toolbelt2026-03-09https://aicouncil.com/speaker/creating-a-data-engineering-culture2021-11-03https://aicouncil.com/adventures-and-misadventures-in-automated-insight-discoveryhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Mike%20Kim.pngMikeKimMikeKim2018-05-21https://aicouncil.com/speakers/juliana-freire2025-12-02https://aicouncil.com/talks26/making-decisions-in-high-dimensions2026-03-09https://aicouncil.com/speakers-archive/karen-hsieh2025-04-24https://aicouncil.com/talks26/bringing-accuracy-and-predictability-to-softwares-most-intractable-problem-forecasting-development-timelines-and-on-time-delivery2026-03-09https://aicouncil.com/speakers/sai-srirampur2025-12-02https://aicouncil.com/talks26/from-batch-to-streaming-to-both-the-data-platform-at-skyscanner2026-03-09https://aicouncil.com/speakers-archive/gian-merlino2019-12-06https://aicouncil.com/talks-0/building-a-user-level-targeting-platform2024-01-04https://aicouncil.com/talks/split-learning-a-resource-efficient-distributed-deep-learning-method-without-sensitive-data-sharing2024-01-03https://aicouncil.com/speakers-archive/hardik-shah2025-04-17https://aicouncil.com/speakers-archive/marianne-bellotti2019-12-06https://aicouncil.com/talks24/the-open-layer-how-open-models-routing-and-inference-are-reshaping-agentic-engineering2026-03-14https://aicouncil.com/talks24/event-driven-data-architecture-at-letgo2024-01-16https://aicouncil.com/profile/sheeri-cabral2024-02-21https://aicouncil.com/talks25/spatial-data-science-methods-for-improving-models2025-11-30https://aicouncil.com/talks-0/rlvr-in-practice-from-synthetic-data-to-grpo2023-01-13https://aicouncil.com/talks-archive/open-data-foundations-across-hudi-iceberg-and-delta2024-01-12https://aicouncil.com/speakers-archive/pete-hunt2024-03-14https://aicouncil.com/talks/rethinking-orchestration-as-reconciliation-software-defined-assets-in-dagster2024-01-03https://aicouncil.com/talks/machine-learning-infrastructure-at-an-early-stage2024-01-03https://aicouncil.com/talks-0/building-durable-long-running-autonomous-agents2026-02-25https://aicouncil.com/talks-0/event-driven-data-architecture-at-letgo2022-04-29https://aicouncil.com/talks/what-data-practitioners-need-to-know-about-data-privacy2024-03-14https://aicouncil.com/profile/lucas-atkins2026-02-18https://aicouncil.com/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processinghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Sergio%20Martinez%20Ortuno.pngSergioMartinezOrtunoSergioMartinezOrtunohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Asif%20Khalak.pngAsifKhalakAsifKhalakhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-06-25https://aicouncil.com/talks24/unlocking-reliable-genai-strategies-for-assessing-llms-in-real-world-applications2024-01-23https://aicouncil.com/talks-0/the-literate-programmer-cargo-cult-open-source2022-04-29https://aicouncil.com/talks25/open-data-foundations-across-hudi-iceberg-and-delta2025-11-30https://aicouncil.com/speakers/adi-polak2025-12-02https://aicouncil.com/talks-0/using-spatial-indexes-to-perform-geospatial-analytics-at-massive-scale2023-01-21https://aicouncil.com/talks26/putting-data-to-work-for-global-urban-development2026-03-09https://aicouncil.com/talks24/chaos-by-design-solving-the-unsolvable-ai-agent-testing-problem2025-03-20https://aicouncil.com/enabling-full-stack-data-scientists-at-stitch-fixhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Juliet%20Hougland.pngJulietHouglandJulietHouglandhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-06-01https://aicouncil.com/talks26/automl-the-assembly-line-of-machine-learning2026-03-09https://aicouncil.com/talks26/kafka-streams-in-production-from-use-case-to-monitoring2026-03-09https://aicouncil.com/deep-representations-of-time-serieshttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Dave_Deriso_SimpleHealth_DataEngConf.pngDaveDerisoSimpleHealthDataEngConfDaveDerisoSimpleHealthDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-09-04https://aicouncil.com/speakers-archive/shir-chorev2023-01-13https://aicouncil.com/talks26/the-modern-stack-for-ml-infrastructure2026-03-09https://aicouncil.com/talks/data-science-pinterest2024-01-03https://aicouncil.com/talks/architecting-the-data-lake-how-to-ensure-that-your-etl-pipelines-deliver-high-quality-data2024-01-03https://aicouncil.com/talks/flyte-cloud-native-machine-learning-and-data-processing-platform2024-01-03https://aicouncil.com/talks-0/gdpr-discover-the-main-challenges-considerations2022-04-29https://aicouncil.com/speakers/colleen-tartow2025-12-02https://aicouncil.com/talks/when-testing-in-production-is-a-good-idea2024-01-03https://aicouncil.com/talks26/lessons-developing-conversational-ai-virtual-agents2026-03-09https://aicouncil.com/talks24/dj-patil-keynote2024-01-16https://aicouncil.com/profile/idan-gazit2023-02-24https://aicouncil.com/talks24/democratizing-data-with-the-clover-transform-framework2024-01-16https://aicouncil.com/talks-0/what-makes-for-an-effective-data-practitioner-in-20242024-02-21https://aicouncil.com/speakers-archive/sumedh-pathak2019-12-06https://aicouncil.com/speakers-archive/volodymyr-kubytskyi2019-12-06https://aicouncil.com/zip-codes-and-other-lies-your-map-told-youhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/peter.pngpeterpeterhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-12-27https://aicouncil.com/talks26/panel-data-lineage-weve-come-a-long-way2026-03-09https://aicouncil.com/speaker/to-get-the-value-ditch-the-hype2021-11-03https://aicouncil.com/talks-0/what-happens-to-bi-in-an-ai-first-world2026-03-14https://aicouncil.com/speakers-archive/rui-lopes2025-03-24https://aicouncil.com/speakers-archivehttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/Untitled%20design.pngUntitleddesignUntitleddesignhttps://www.datacouncil.ai/hubfs/fav/og-image.jpgogimageogimagehttps://www.datacouncil.ai/hubfs/Backgrounds/_JMC1174(1).jpgJMC11741JMC11741https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/profile-gender-neutral.jpgprofilegenderneutralprofilegenderneutralhttps://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2019-12-06https://aicouncil.com/talks24/beyond-50000-partitions-how-heroku-pushes-the-limits-of-kafka-at-scale2024-01-16https://aicouncil.com/talks26/scalability-is-quantifiable-the-universal-scalability-law2026-03-09https://aicouncil.com/talks24/fast-ai-search-on-object-storage-1-trillion-scale2026-02-18https://aicouncil.com/profile/arvind-prabhakar2025-04-18https://aicouncil.com/speaker/pytorch-the-platform-for-accelerating-ai-research-to-production2021-11-03https://aicouncil.com/talks-archive/what-makes-for-an-effective-data-practitioner-in-20242024-02-21https://aicouncil.com/talks25/using-spatial-indexes-to-perform-geospatial-analytics-at-massive-scale2025-11-30https://aicouncil.com/speakers-archive/utkarsh-sengar2026-03-31https://aicouncil.com/profile/stephen-osullivan2019-03-14https://aicouncil.com/speakers/ashvin-agrawal2025-12-02https://aicouncil.com/talks-archive/panel-insights-from-founders-shaping-the-industrys-future2024-03-01https://aicouncil.com/talks-0/leveraging-compute2022-04-29https://aicouncil.com/talks-archive/vc-panel-talk-sf182019-07-31https://aicouncil.com/the-future-of-data-science-in-the-mediahttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/keynote/claudia-round.pngclaudiaroundclaudiaroundhttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/keynote/shawndra-hill.pngshawndrahillshawndrahillhttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/jonathan.pngjonathanjonathanhttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/NYC17%20Speakers/hailey.pnghaileyhaileyhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/keynote/adam-1.pngadam1adam1https://www.datacouncil.ai/hubfs/NYC17%20Speakers/Chris.pngChrisChris2017-12-27https://aicouncil.com/talks24/experiencing-data-as-code-with-dremio-arctic-and-apache-iceberg2024-01-16https://aicouncil.com/talks25/streaming-analytics-with-dbt-the-fun-parts2025-11-30https://aicouncil.com/talks-archive/give-rust-a-chance2024-02-20https://aicouncil.com/talks/empowering-data-teams-a-step-by-step-playbook-for-leads-and-managers2024-01-27https://aicouncil.com/talks25/sail-research2026-03-01https://aicouncil.com/talks-0/scalability-is-quantifiable-the-universal-scalability-law2022-04-29https://aicouncil.com/speakers-archive/paige-bailey2025-03-17https://aicouncil.com/speakers/tzu-li-gordon-tai2025-12-02https://aicouncil.com/talks24/tailor-s-look-what-you-made-me-do2024-01-16https://aicouncil.com/talks-0/why-you-shouldnt-care-about-iceberg2022-04-29https://aicouncil.com/speaker/building-highly-reliable-data-pipelines-at-datadog2021-11-03https://aicouncil.com/talks-0/arguments-against-hand-labeling2022-04-29https://aicouncil.com/talks-archive/chatbots-at-nestle-improving-performance-on-intent-detection2019-09-10https://aicouncil.com/talks/measure-what-matters-measurement-strategies-for-the-mobile-age2024-01-03https://aicouncil.com/profile/jeffrey-doker2019-03-14https://aicouncil.com/talks-0/getting-real-time-when-to-move-from-batch-to-streaming-and-how-to-do-it-without-hiring-an-entirely-new-team2023-02-02https://aicouncil.com/talks26/the-unreasonable-effectiveness-of-product-sense2026-03-09https://aicouncil.com/talks/dagster-a-new-programming-model-for-data-processing2024-01-03https://aicouncil.com/speakers-archive/anirudh-shah2021-12-18https://aicouncil.com/speakers-archive/joy-tang2019-12-06https://aicouncil.com/talks/innovating-on-software-development2024-01-03https://aicouncil.com/profile/harel-shein2024-02-21https://aicouncil.com/speakers-archive/jaya-kawale2019-12-06https://aicouncil.com/talks-0/building-a-music-analytics-pipeline-at-pandora2022-04-29https://aicouncil.com/talks-0/real-time-retrieval-with-deep-learning-benefits-and-challenges2022-04-29https://aicouncil.com/talks/i-have-a-bone-to-pick-with-feature-stores2024-01-03https://aicouncil.com/talks-0/building-a-recursive-bigquery-mapper2022-04-29https://aicouncil.com/talks24/real-time-analytics-for-small-data-teams2024-01-16https://aicouncil.com/talks-0/events-sourcing-with-kafka-at-scale2024-01-29https://aicouncil.com/talks25/argo-kubernetes-native-workflows-and-pipelines2025-11-30https://aicouncil.com/profile/pim-nauts2021-12-14https://aicouncil.com/speakers/ricardo-fanjul2025-12-02https://aicouncil.com/talks-archive/computational-social-science-exciting-progress-future-challenges2019-07-31https://aicouncil.com/talks25/flink-sql-in-action2025-11-30https://aicouncil.com/talks25/why-when-how-lessons-learned-in-applying-deep-learning-to-real-world-problems2025-11-30https://aicouncil.com/profile/drew-banin2020-02-20https://aicouncil.com/talks/a-trillion-rows-per-second-as-a-foundation-for-interactive-analytics2024-01-03https://aicouncil.com/talks25/emmanuel-ameisen-talk2025-11-30https://aicouncil.com/talks25/revolutionize-ai-engineering-with-autogen2025-11-30https://aicouncil.com/talks/building-a-data-powered-sales-intelligence-platform2024-01-03https://aicouncil.com/speakers/eevamaija-virtanen2025-12-02https://aicouncil.com/talks24/beyond-linear-notebooks-implementing-reactivity-with-ipython2024-01-16https://aicouncil.com/talks24/the-first-data-hires-guide-to-the-modern-data-stack2024-01-16https://aicouncil.com/talks/causal-inference-making-the-right-intervention2024-01-03https://aicouncil.com/profile/yizhar-toren2019-09-10https://aicouncil.com/talks/the-customer-as-the-unit-of-analysis-models-metrics-and-a-multitude-of-uses2024-01-03https://aicouncil.com/talks25/embedding-olap-everywhere-lessons-from-okta2025-11-30https://aicouncil.com/how-to-make-security-data-actionable-with-graph-theoryhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/liz-maida.pnglizmaidalizmaidahttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-11-06https://aicouncil.com/talks/spectrify-leveraging-redshift-spectrum-for-fun-and-profit2024-01-03https://aicouncil.com/speaker/easy-scalable-fault-tolerant-stream-processing-with-structured-streaming-in-apache-spark2021-11-03https://aicouncil.com/speakers-archive/bogomil-balkansky2022-02-08https://aicouncil.com/talks-0/unlocking-ab-testing-for-b2b2025-02-10https://aicouncil.com/speakers-archive/neil-movva2026-03-01https://aicouncil.com/speakers/guozhang-wang2025-12-02https://aicouncil.com/profile/lewis-hemens2019-08-30https://aicouncil.com/profile/anupam-datta2021-11-24https://aicouncil.com/talks-0/creating-a-competitive-advantage-in-the-age-of-intelligence-as-a-service2024-03-09https://aicouncil.com/speakers-archive/andrea-spina2019-12-06https://aicouncil.com/talks26/reducing-flight-delays-with-kubernetes-and-tensorflow2026-03-09https://aicouncil.com/talks-0/accelerating-single-cell-bioinformatics-with-n-dimensional-arrays-in-the-cloud2022-04-29https://aicouncil.com/speaker/powering-uberaeurtms-global-network-analytics-pipelines-in-near-real-time-with-hudi-delta-streamer2021-11-03https://aicouncil.com/profile/amit-sangani2024-03-14https://aicouncil.com/speakers/brian-bloniarz2025-12-02https://aicouncil.com/profile/matt-housley2023-02-14https://aicouncil.com/talks25/dynamic-pricing-and-marketplace-health2025-11-30https://aicouncil.com/speaker-bio/sam-swift2019-02-25https://aicouncil.com/talks26/writing-machine-learning-code-in-rust2026-03-09https://aicouncil.com/talks25/internals-of-slatedb-an-embedded-key-value-store-built-on-object-storage2025-11-30https://aicouncil.com/small-data-and-the-model-stackhttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/george-davis.pnggeorgedavisgeorgedavishttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-01-16https://aicouncil.com/talks-0/building-real-time-analytics-applications-using-apache-pinot-a-case-study-of-linkedin2022-04-29https://aicouncil.com/talks-0/dagster-a-new-programming-model-for-data-processing2022-04-29https://aicouncil.com/talks-archive/how-data-is-transforming-politics2019-07-31https://aicouncil.com/talks/what-is-a-dataset-emerging-core-concepts-in-the-modern-data-stack2024-01-03https://aicouncil.com/talks-archive/the-model-is-the-product2025-03-26https://aicouncil.com/talks26/explainable-ai2026-03-09https://aicouncil.com/talks-archive/statistical-and-computational-challenges-of-real-time-news-clustering2019-07-31https://aicouncil.com/profile/ricardo-baeza-yates2019-09-06https://aicouncil.com/talks-archive/data-culture-as-a-product2024-02-20https://aicouncil.com/talks24/more-than-query-future-directions-of-query-langages-from-sql-to-morel2025-03-13https://aicouncil.com/speakers-archive/andrew-zigler2026-03-14https://aicouncil.com/talks-archive/charting-the-lakehouse-trail-a-data-migration-adventure2024-03-26https://aicouncil.com/talks24/responsible-ai-model-interpretability-and-fairness2024-01-16https://aicouncil.com/talks24/federated-learning-and-analytics-at-google-and-beyond2024-01-16https://aicouncil.com/speakers-archive/spencer-barton2019-12-06https://aicouncil.com/speakers-archive/joe-spisak2023-12-21https://aicouncil.com/talks-archive/sail-research2026-03-01https://aicouncil.com/talks25/from-prediction-to-uplift-causal-modeling-for-better-decisions2026-03-14https://aicouncil.com/talks24/the-challenges-of-distributing-postgres-a-citus-story2024-01-16https://aicouncil.com/talks25/iker-martinez-easy-access-to-data-with-presto2025-11-30https://aicouncil.com/talks-0/rethinking-orchestration-as-reconciliation-software-defined-assets-in-dagster2022-04-29https://aicouncil.com/speakers/kenny-wong2025-12-02https://aicouncil.com/talks25/build-trustworthy-llm-apps-powered-by-agentic-evals2026-02-18https://aicouncil.com/speakers-archive/dan-goldin2019-12-06https://aicouncil.com/talks-0/ai-monitoring-and-explainability-the-critical-hidden-connection2022-04-29https://aicouncil.com/talks/bringing-accuracy-and-predictability-to-softwares-most-intractable-problem-forecasting-development-timelines-and-on-time-delivery2024-01-03https://aicouncil.com/talks24/huggingface-ray-air-integration-a-python-developers-guide-to-scaling-transformers2024-01-16https://aicouncil.com/talks-archive/deploying-data-science-for-distribution-of-the-new-york-times2019-07-31https://aicouncil.com/talks24/fast-reactions-planning-and-reasoning-quickly-with-llms2024-02-17https://aicouncil.com/profile/andrew-hoh2019-03-22https://aicouncil.com/serverless-data-engineering-what-weve-learned-along-the-wayhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/jonathan-medwig.pngjonathanmedwigjonathanmedwighttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-11-08https://aicouncil.com/talks-0/sail-research2026-03-01https://aicouncil.com/talks-0/innovating-on-software-development2023-01-13https://aicouncil.com/talks/functional-data-engineering-a-set-of-best-practices2024-01-03https://aicouncil.com/talks/context-engineering-for-video-intelligence-beyond-model-scale-to-real-world-impact2026-03-31https://aicouncil.com/talks/case-studies-from-a-methodologist-on-an-experimentation-platform2024-01-04https://aicouncil.com/speakers/ashwin-ramesh2025-12-02https://aicouncil.com/talks24/what-does-it-take-to-build-a-postgres-specialized-data-movement-tool2024-02-21https://aicouncil.com/talks26/valid-inference-after-model-selection-and-the-selectiveinference-package2026-03-09https://aicouncil.com/speakers/sid-anand2025-12-02https://aicouncil.com/speaker-bio/chris-wiggins2019-02-25https://aicouncil.com/talks-archive/building-a-better-world-with-ai-one-architectural-drawing-at-a-time2023-01-13https://aicouncil.com/profile/pardis-noorzad2023-01-24https://aicouncil.com/talks24/ai-monitoring-and-explainability-the-critical-hidden-connection2024-01-16https://aicouncil.com/speakers-archive/slater-stich2024-02-20https://aicouncil.com/speaker-bio/william-falcon2019-02-25https://aicouncil.com/talks25/the-data-practitioners-guide-to-data-discovery2025-11-30https://aicouncil.com/speakers/bhaskar-ghosh2025-12-02https://aicouncil.com/talks26/how-to-build-a-data-stack-that-your-company-actually-uses2026-03-09https://aicouncil.com/talks25/the-modern-data-stack-lost-the-war-stop-building-more-dataframe-apis2026-02-18https://aicouncil.com/talks26/extract-tiered-transform-load-a-pipeline-for-a-modular-scalable-and-observable-internal-analytics-platform2026-03-09https://aicouncil.com/talks26/running-airflow-reliably-with-kubernetes2026-03-09https://aicouncil.com/sf-2026https://www.datacouncil.ai/hubfs/Datacouncil25/Home/Data%20Council%20Hero%20Video%20R2.mp4/medium.jpgData Council Hero Video R2Data Council Hero Video R2https://www.datacouncil.ai/hubfs/Datacouncil25/Home/Data%20Council%20Hero%20Video%20R2.mp450nonohttps://www.datacouncil.ai/hubfs/Kaushik%20Iska%20-%20Clickhouse-1.pngKaushikIskaClickhouse1KaushikIskaClickhouse1https://www.datacouncil.ai/hubfs/Hannes%20Muhleisen%20DuckDB%2001.jpgHannesMuhleisenDuckDB01HannesMuhleisenDuckDB01https://www.datacouncil.ai/hubfs/Tico-Mendoza-Event-Photography-Austin-Data-Council-22.webpTicoMendozaEventPhotographyAustinDataCouncil22TicoMendozaEventPhotographyAustinDataCouncil22https://www.datacouncil.ai/hubfs/Umesh%20Unnikrishnan%20-%20Snowflake.pngUmeshUnnikrishnanSnowflakeUmeshUnnikrishnanSnowflakehttps://www.datacouncil.ai/hubfs/Leonhard%20Spiegelberg%20-%20OpenAI.pngLeonhardSpiegelbergOpenAILeonhardSpiegelbergOpenAIhttps://www.datacouncil.ai/hubfs/Joey%20Baker%20-%20Render.pngJoeyBakerRenderJoeyBakerRenderhttps://www.datacouncil.ai/hubfs/Diogo%20Almeida%20-%20TypeSafe%20AI.pngDiogoAlmeidaTypeSafeAIDiogoAlmeidaTypeSafeAIhttps://www.datacouncil.ai/hubfs/Bobby%20Chen%20-%20Fireworks%20AI.pngBobbyChenFireworksAIBobbyChenFireworksAIhttps://www.datacouncil.ai/hubfs/Avik%20Basu%20-%20Intuit.pngAvikBasuIntuitAvikBasuIntuithttps://www.datacouncil.ai/hubfs/Datacouncil25/Home/OpenAI_Logoa.svgOpenAILogoaOpenAILogoahttps://www.datacouncil.ai/hubfs/Diana%20Kelley%20-%20Noma%20Security.pngDianaKelleyNomaSecurityDianaKelleyNomaSecurityhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3970.jpgDataCouncil2024TicoMendoza3970DataCouncil2024TicoMendoza3970https://www.datacouncil.ai/hubfs/Screen%20Shot%202023-10-09%20at%2011.07.06%20AM.pngScreenShot20231009at110706AMScreenShot20231009at110706AMhttps://www.datacouncil.ai/hubfs/Elie%20Bakouch%20-%20Hugging%20Face.pngElieBakouchHuggingFaceElieBakouchHuggingFacehttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--4516.jpgDataCouncil2024TicoMendoza4516DataCouncil2024TicoMendoza4516https://www.datacouncil.ai/hubfs/Meryem%20Arik%20-%20Doubleword.pngMeryemArikDoublewordMeryemArikDoublewordhttps://www.datacouncil.ai/hubfs/BRONZE%20-%20Motherduck-1.svgBRONZEMotherduck1BRONZEMotherduck1https://www.datacouncil.ai/hubfs/Screenshot%202026-04-01%20at%209.46.06%20AM.pngScreenshot20260401at94606AMScreenshot20260401at94606AMhttps://www.datacouncil.ai/hubfs/Julien%20LeDem%20Astronomer-1-1.pngJulienLeDemAstronomer11JulienLeDemAstronomer11https://www.datacouncil.ai/hubfs/slack_profile_pic-1.pngslackprofilepic1slackprofilepic1https://www.datacouncil.ai/hubfs/Unstructured%20-%20Bronze.svgUnstructuredBronzeUnstructuredBronzehttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-108.jpgDataCouncilDayOne2025108DataCouncilDayOne2025108https://www.datacouncil.ai/hubfs/Kuba%20Rogut%20-%20Turbopuffer.pngKubaRogutTurbopufferKubaRogutTurbopufferhttps://www.datacouncil.ai/hubfs/Emilie%20Schario%20-%20Kilo%20Code.pngEmilieScharioKiloCodeEmilieScharioKiloCodehttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-17.jpgDataCouncilDayOne202517DataCouncilDayOne202517https://www.datacouncil.ai/hubfs/Website/c3274747404c2c83aebdcd8747482231118ef4ab.pngc3274747404c2c83aebdcd8747482231118ef4abc3274747404c2c83aebdcd8747482231118ef4abhttps://www.datacouncil.ai/hubfs/Skyflow-Logo-Pos-Night-RGB.pngSkyflowLogoPosNightRGBSkyflowLogoPosNightRGBhttps://www.datacouncil.ai/hubfs/SILVER%20-%20Databricks-1.svgSILVERDatabricks1SILVERDatabricks1https://www.datacouncil.ai/hubfs/Felipe%20Huici%20-%20Unikraft-1.pngFelipeHuiciUnikraft1FelipeHuiciUnikraft1https://www.datacouncil.ai/hubfs/Lambda.pngLambdaLambdahttps://www.datacouncil.ai/hubfs/Marta%20Paes%20-%20Clickhouse.pngMartaPaesClickhouseMartaPaesClickhousehttps://www.datacouncil.ai/hubfs/Jacopo%20Tagliabue%20-%20Bauplan.pngJacopoTagliabueBauplanJacopoTagliabueBauplanhttps://www.datacouncil.ai/hubfs/Vasundra%20Srinivasan%20-%20Salesforce-2.pngVasundraSrinivasanSalesforce2VasundraSrinivasanSalesforce2https://www.datacouncil.ai/hubfs/Change%20She.webpChangeSheChangeShehttps://www.datacouncil.ai/hubfs/interface-essential-wrench-1--Streamline-Pixel.svginterfaceessentialwrench1StreamlinePixelinterfaceessentialwrench1StreamlinePixelhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--3954%20(1).jpgDataCouncil2024TicoMendoza39541DataCouncil2024TicoMendoza39541https://www.datacouncil.ai/hubfs/SILVER%20-Snorkel-1.svgSILVERSnorkel1SILVERSnorkel1https://www.datacouncil.ai/hubfs/Kobie%20Crawford%20-%20Snorkel%20AI.pngKobieCrawfordSnorkelAIKobieCrawfordSnorkelAIhttps://www.datacouncil.ai/hubfs/Group-1.svgGroup1Group1https://www.datacouncil.ai/hubfs/Rohan%20Kodialam%20-%20Sphinx.pngRohanKodialamSphinxRohanKodialamSphinxhttps://www.datacouncil.ai/hubfs/Robert%20Martin%20Short%20-%20Databricks.pngRobertMartinShortDatabricksRobertMartinShortDatabrickshttps://www.datacouncil.ai/hubfs/Tristan%20Zajonc%20%20.jpegTristanZajoncTristanZajonchttps://www.datacouncil.ai/hubfs/Benn%20Stancil%20-%20ThoughtSpot.webpBennStancilThoughtSpotBennStancilThoughtSpothttps://www.datacouncil.ai/hubfs/Jason%20Ganz%20-%20dbt%20Labs.pngJasonGanzdbtLabsJasonGanzdbtLabshttps://www.datacouncil.ai/hubfs/Brace%20Sproul%20-%20LangChain.pngBraceSproulLangChainBraceSproulLangChainhttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-185.jpgDataCouncilDayOne2025185DataCouncilDayOne2025185https://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-481.jpgDataCouncilDayOne2025481DataCouncilDayOne2025481https://www.datacouncil.ai/hubfs/Yaroslav%20Bulatov%20-%20Together%20AI.pngYaroslavBulatovTogetherAIYaroslavBulatovTogetherAIhttps://www.datacouncil.ai/hubfs/Parminder%20Singh%20-%20Redscope%20AI.pngParminderSinghRedscopeAIParminderSinghRedscopeAIhttps://www.datacouncil.ai/hubfs/Ethan%20Ding%20-TextQL.pngEthanDingTextQLEthanDingTextQLhttps://www.datacouncil.ai/hubfs/Daniel%20F.pngDanielFDanielFhttps://www.datacouncil.ai/hubfs/Linus%20Lee%20-%20Thrive%20Capital.pngLinusLeeThriveCapitalLinusLeeThriveCapitalhttps://www.datacouncil.ai/hubfs/email-emoji-smile-smart--Streamline-Pixel.svgemailemojismilesmartStreamlinePixelemailemojismilesmartStreamlinePixelhttps://www.datacouncil.ai/hubfs/Together.pngTogetherTogetherhttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-60.jpgDataCouncilDayOne202560DataCouncilDayOne202560https://www.datacouncil.ai/hubfs/textql.pngtextqltextqlhttps://www.datacouncil.ai/hubfs/Calvin%20French%20-%20Segment.pngCalvinFrenchSegmentCalvinFrenchSegmenthttps://www.datacouncil.ai/hubfs/AI%20Council%20Logo%20Navy.svgAICouncilLogoNavyAICouncilLogoNavyhttps://www.datacouncil.ai/hubfs/James%20Le%20-%20TwelveLabs-1.pngJamesLeTwelveLabs1JamesLeTwelveLabs1https://www.datacouncil.ai/hubfs/SEED%20-%20Crux-1.svgSEEDCrux1SEEDCrux1https://www.datacouncil.ai/hubfs/GOLD-%20TextQL-2.svgGOLDTextQL2GOLDTextQL2https://www.datacouncil.ai/hubfs/Mark%20MQuade.pngMarkMQuadeMarkMQuadehttps://www.datacouncil.ai/hubfs/Platinum%20-%20Snowflake-1.svgPlatinumSnowflake1PlatinumSnowflake1https://www.datacouncil.ai/hubfs/Data-Council-Day-Three-Highlight-2025-27.jpgDataCouncilDayThreeHighlight202527DataCouncilDayThreeHighlight202527https://www.datacouncil.ai/hubfs/SILVER.svgSILVERSILVERhttps://www.datacouncil.ai/hubfs/Abhay%20Singhal%20-%20Factory%20ai.pngAbhaySinghalFactoryaiAbhaySinghalFactoryaihttps://www.datacouncil.ai/hubfs/Soumya%20Kalra%20-%20City%20of%20SF.pngSoumyaKalraCityofSFSoumyaKalraCityofSFhttps://www.datacouncil.ai/hubfs/naveen-rao-1.jpgnaveenrao1naveenrao1https://www.datacouncil.ai/hubfs/Anthropic_logo.svgAnthropiclogoAnthropiclogohttps://www.datacouncil.ai/hubfs/Data-Council-Day-Two-2025-106.jpgDataCouncilDayTwo2025106DataCouncilDayTwo2025106https://www.datacouncil.ai/hubfs/Andrew%20Zigler%20-%20LinearB.pngAndrewZiglerLinearBAndrewZiglerLinearBhttps://www.datacouncil.ai/hubfs/Charles%20Frye.pngCharlesFryeCharlesFryehttps://www.datacouncil.ai/hubfs/Max%20Schmitt%20-%20Ex-Microsoft%20__%20Playwright.pngMaxSchmittExMicrosoftPlaywrightMaxSchmittExMicrosoftPlaywrighthttps://www.datacouncil.ai/hubfs/SILVER%20-Turbopuffer-1.svgSILVERTurbopuffer1SILVERTurbopuffer1https://www.datacouncil.ai/hubfs/Zach%20Mueller%20-%20Lambada%20-%20Model%20Systems.pngZachMuellerLambadaModelSystemsZachMuellerLambadaModelSystemshttps://www.datacouncil.ai/hubfs/GOLD-%20HEX-1.svgGOLDHEX1GOLDHEX1https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-2664.jpgDataCouncil2024Day1TicoMendozaAll2664DataCouncil2024Day1TicoMendozaAll2664https://www.datacouncil.ai/hubfs/Hugging%20Face.pngHuggingFaceHuggingFacehttps://www.datacouncil.ai/hubfs/Bryan%20Bischof%20-%20Theory%20-%20Inference.pngBryanBischofTheoryInferenceBryanBischofTheoryInferencehttps://www.datacouncil.ai/hubfs/CockroachDB%20-%20Digital%20Ocean.svgCockroachDBDigitalOceanCockroachDBDigitalOceanhttps://www.datacouncil.ai/hubfs/Ezi%20Ozoani%20-%20Aethon.fund.pngEziOzoaniAethonfundEziOzoaniAethonfundhttps://www.datacouncil.ai/hubfs/Jared%20Hanson%20-%20Keycard.pngJaredHansonKeycardJaredHansonKeycardhttps://www.datacouncil.ai/hubfs/Dwarak%20Rajagopal%20-%20Snowflake.pngDwarakRajagopalSnowflakeDwarakRajagopalSnowflakehttps://www.datacouncil.ai/hubfs/Dhruv%20Singh%20-%20Honey%20Hive%20-%20AI%20Eng.pngDhruvSinghHoneyHiveAIEngDhruvSinghHoneyHiveAIEnghttps://www.datacouncil.ai/hubfs/Sean%20Hughes%20-%20Evidence.pngSeanHughesEvidenceSeanHughesEvidencehttps://www.datacouncil.ai/hubfs/BRONZE%20-%20Dremio-1.svgBRONZEDremio1BRONZEDremio1https://www.datacouncil.ai/hubfs/sfodt-park-0176-hor-clsc.webpsfodtpark0176horclscsfodtpark0176horclschttps://www.datacouncil.ai/hubfs/ryan-boyd-1.pngryanboyd1ryanboyd1https://www.datacouncil.ai/hubfs/Scott%20Breitenother%20-%20Coding%20Agents.pngScottBreitenotherCodingAgentsScottBreitenotherCodingAgentshttps://www.datacouncil.ai/hubfs/Dhruv%20Singh.webpDhruvSinghDhruvSinghhttps://www.datacouncil.ai/hubfs/Tico-Mendoza-Event-Photography-Austin-Data-Council-55.webpTicoMendozaEventPhotographyAustinDataCouncil55TicoMendozaEventPhotographyAustinDataCouncil55https://www.datacouncil.ai/hubfs/BRONZE%20-%20Bem-1.svgBRONZEBem1BRONZEBem1https://www.datacouncil.ai/hubfs/SILVER%20-%20Braintrust-1.svgSILVERBraintrust1SILVERBraintrust1https://www.datacouncil.ai/hubfs/Kshitij%20Grover%20-%20Orb.pngKshitijGroverOrbKshitijGroverOrbhttps://www.datacouncil.ai/hubfs/SILVER%20-%20Digital%20Ocean-1.svgSILVERDigitalOcean1SILVERDigitalOcean1https://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-231.jpgDataCouncilDayOne2025231DataCouncilDayOne2025231https://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-83.jpgDataCouncilDayOne202583DataCouncilDayOne202583https://www.datacouncil.ai/hubfs/Chalk%20-%20Bronze.svgChalkBronzeChalkBronzehttps://www.datacouncil.ai/hubfs/Vik%20Korrapati%20-%20M87%20Labs%20(Moondream).pngVikKorrapatiM87LabsMoondreamVikKorrapatiM87LabsMoondreamhttps://www.datacouncil.ai/hubfs/Rushabh%20Mehta%20-%20Meta.pngRushabhMehtaMetaRushabhMehtaMetahttps://www.datacouncil.ai/hubfs/Wes%20McKinney%20-%20Postit-2.pngWesMcKinneyPostit2WesMcKinneyPostit2https://www.datacouncil.ai/hubfs/Pierre%20Lacave%20-%20Datadog.pngPierreLacaveDatadogPierreLacaveDatadoghttps://www.datacouncil.ai/hubfs/Eno%20Reyes.jpgEnoReyesEnoReyeshttps://www.datacouncil.ai/hubfs/Stas%20Kelvich%20-%20databricks.pngStasKelvichdatabricksStasKelvichdatabrickshttps://www.datacouncil.ai/hubfs/Glauber%20Costa%20-%20Turso.pngGlauberCostaTursoGlauberCostaTursohttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-2-Tico-Mendoza--6035-2.jpgDataCouncil2024Day2TicoMendoza60352DataCouncil2024Day2TicoMendoza60352https://www.datacouncil.ai/hubfs/Katie%20Bauer%20-%20HEX%20-%20Analytics%20&%20Data%20Science.pngKatieBauerHEXAnalyticsDataScienceKatieBauerHEXAnalyticsDataSciencehttps://www.datacouncil.ai/hubfs/SILVER%20-Render-1.svgSILVERRender1SILVERRender1https://www.datacouncil.ai/hubfs/Neil%20Movva%20-%20Sail%20Research.pngNeilMovvaSailResearchNeilMovvaSailResearchhttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-3125.jpgDataCouncil2024Day1TicoMendozaAll3125DataCouncil2024Day1TicoMendozaAll3125https://www.datacouncil.ai/hubfs/Sai%20Srirampur%20-%20Clickhouse%20-%20Data%20Eng.pngSaiSrirampurClickhouseDataEngSaiSrirampurClickhouseDataEnghttps://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-130-1.jpgDataCouncilDayOne20251301DataCouncilDayOne20251301https://www.datacouncil.ai/hubfs/Yury%20Izrailevsky%20-%20Clickhouse-1.pngYuryIzrailevskyClickhouse1YuryIzrailevskyClickhouse1https://www.datacouncil.ai/hubfs/Microsoft.pngMicrosoftMicrosofthttps://www.datacouncil.ai/hubfs/BRONZE%20-%20TopK-1.svgBRONZETopK1BRONZETopK1https://www.datacouncil.ai/hubfs/Group.svgGroupGrouphttps://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-2558.jpgDataCouncil2024Day1TicoMendozaAll2558DataCouncil2024Day1TicoMendozaAll2558https://www.datacouncil.ai/hubfs/Harel%20Shein%20-%20Datadog.pngHarelSheinDatadogHarelSheinDatadoghttps://www.datacouncil.ai/hubfs/motherduck-1.pngmotherduck1motherduck1https://www.datacouncil.ai/hubfs/Data-Council-2024-Day-1-Tico-Mendoza-All-3435-1.jpgDataCouncil2024Day1TicoMendozaAll34351DataCouncil2024Day1TicoMendozaAll34351https://www.datacouncil.ai/hubfs/Naheil%20McAvinue%20-%20Gitlab.pngNaheilMcAvinueGitlabNaheilMcAvinueGitlabhttps://www.datacouncil.ai/hubfs/snowflake-Mar-10-2026-06-01-36-3151-AM.pngsnowflakeMar1020260601363151AMsnowflakeMar1020260601363151AMhttps://www.datacouncil.ai/hubfs/NVIDIA.pngNVIDIANVIDIAhttps://www.datacouncil.ai/hubfs/Gaurav%20Nuti%20-%20snowflake-1.pngGauravNutisnowflake1GauravNutisnowflake1https://www.datacouncil.ai/hubfs/LanceDB%20-%20Bronze.svgLanceDBBronzeLanceDBBronzehttps://www.datacouncil.ai/hubfs/Tico-Mendoza-Event-Photography-Austin-Data-Council-12.webpTicoMendozaEventPhotographyAustinDataCouncil12TicoMendozaEventPhotographyAustinDataCouncil12https://www.datacouncil.ai/hubfs/AIC%20Thumbnail.pngAICThumbnailAICThumbnailhttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/profile-gender-neutral.jpgprofilegenderneutralprofilegenderneutralhttps://www.datacouncil.ai/hubfs/Izzy%20Miller%20-%20HEX-1.pngIzzyMillerHEX1IzzyMillerHEX1https://www.datacouncil.ai/hubfs/Sai%20Srirampur%20-%20PeerDB.webpSaiSrirampurPeerDBSaiSrirampurPeerDBhttps://www.datacouncil.ai/hubfs/Chris%20Alexiuk%20-%20NVIDIA.pngChrisAlexiukNVIDIAChrisAlexiukNVIDIAhttps://www.datacouncil.ai/hubfs/Chris%20Clark%20-%20OpenRouter.pngChrisClarkOpenRouterChrisClarkOpenRouterhttps://www.datacouncil.ai/hubfs/Bhargavi%20Reddy%20Dokuru%20-%20Netflix-1.pngBhargaviReddyDokuruNetflix1BhargaviReddyDokuruNetflix1https://www.datacouncil.ai/hubfs/Track%20Hosts%20AIC26.pngTrackHostsAIC26TrackHostsAIC26https://www.datacouncil.ai/hubfs/Feross%20Aboukhadijeh%20-%20SOCKET.pngFerossAboukhadijehSOCKETFerossAboukhadijehSOCKEThttps://www.datacouncil.ai/hubfs/Nikita%20Shamgunov%20-%20Databricks.pngNikitaShamgunovDatabricksNikitaShamgunovDatabrickshttps://www.datacouncil.ai/hubfs/Simba%20Khadder%20-%20Redis.pngSimbaKhadderRedisSimbaKhadderRedishttps://www.datacouncil.ai/hubfs/Yury%20Vercel.jpegYuryVercelYuryVercelhttps://www.datacouncil.ai/hubfs/preset%20-%20Bronze.svgpresetBronzepresetBronzehttps://www.datacouncil.ai/hubfs/SILVER%20-Clickhouse.svgSILVERClickhouseSILVERClickhousehttps://www.datacouncil.ai/hubfs/Nikhil%20Benesch%20-%20Turbopuffer.pngNikhilBeneschTurbopufferNikhilBeneschTurbopufferhttps://www.datacouncil.ai/hubfs/Gitlab.pngGitlabGitlabhttps://www.datacouncil.ai/hubfs/Sriram%20Vishwanath%20-%20Georgia%20Institute.pngSriramVishwanathGeorgiaInstituteSriramVishwanathGeorgiaInstitutehttps://www.datacouncil.ai/hubfs/Jill%20Cates%20-%20Shopify.pngJillCatesShopifyJillCatesShopifyhttps://www.datacouncil.ai/hubfs/ai%20-%20modal-1.pngaimodal1aimodal1https://www.datacouncil.ai/hubfs/Pedram.jpgPedramPedramhttps://www.datacouncil.ai/hubfs/Lucas%20Atkins%20-%20Arcee-1.pngLucasAtkinsArcee1LucasAtkinsArcee1https://www.datacouncil.ai/hubfs/hex.pnghexhexhttps://www.datacouncil.ai/hubfs/SILVER%20-%20Datalinks-1.svgSILVERDatalinks1SILVERDatalinks1https://www.datacouncil.ai/hubfs/Data-Council-2024-Tico-Mendoza--2520-1.jpgDataCouncil2024TicoMendoza25201DataCouncil2024TicoMendoza25201https://www.datacouncil.ai/hubfs/Data-Council-Day-One-2025-181.jpgDataCouncilDayOne2025181DataCouncilDayOne20251812026-04-03https://aicouncil.com/talks-archive/how-to-teach-an-old-dog-new-tricks-modernizing-a-business-with-data-products2021-12-15https://aicouncil.com/talks24/on-the-margins-insights-vs-reporting2024-01-16https://aicouncil.com/talks-0/how-to-build-your-own-model-router2025-03-06https://aicouncil.com/talks25/from-flat-files-to-deconstructed-database-the-evolution-and-future-of-the-big-data-ecosystem2025-11-30https://aicouncil.com/talks26/open-source-success-learnings-from-1-billion-downloads2026-03-09https://aicouncil.com/talks25/charting-the-lakehouse-trail-a-data-migration-adventure2025-11-30https://aicouncil.com/talks-0/the-reality-of-building-a-modern-ai-data-stack2024-01-30https://aicouncil.com/profile/izzy-miller2026-03-14https://aicouncil.com/talks-0/empowering-data-teams-a-step-by-step-playbook-for-leads-and-managers2024-01-27https://aicouncil.com/talks-archive/scaling-up-spark-at-facebook-a-60tb-production-use-case2019-07-31https://aicouncil.com/profile/joseph-e-gonzalez2024-02-28https://aicouncil.com/speakers/steve-coppin-smith2025-12-02https://aicouncil.com/talks/if-you-cant-measure-it-you-cant-ship-it-how-to-build-ai-evals-that-actually-work2026-03-14https://aicouncil.com/talks24/the-unofficial-guide-to-apples-private-cloud-compute2025-03-10https://aicouncil.com/speaker/juan-carlos-castro-big-data-platform-as-a-service-for-cross-media-monitoring2021-11-03https://aicouncil.com/talks-0/scaling-data-reliably-a-journey-in-growing-through-data-pain-points2024-01-26https://aicouncil.com/talks/data-science-and-analytics2024-01-03https://aicouncil.com/talks24/lets-teach-claude-code-semantic-code-search-with-turbopuffer2026-03-27https://aicouncil.com/speakers-archive/herman-schaaf2019-12-06https://aicouncil.com/speakers/marek-galovic2025-12-02https://aicouncil.com/writing-correct-data-analysis-codehttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/John_Myles_White_Keynote_DataEngConf_SF17.pngJohnMylesWhiteKeynoteDataEngConfSF17JohnMylesWhiteKeynoteDataEngConfSF17https://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-11-09https://aicouncil.com/talks24/real-time-sql-stream-processing-at-scale-with-apache-kafka-and-ksql2024-01-16https://aicouncil.com/talks-archive/artwork-personalization-at-netflix2019-07-31https://aicouncil.com/talks-0/sid-anand-committee-member-track-host2022-04-29https://aicouncil.com/talks-archive/deep-representations-of-time-series2019-07-31https://aicouncil.com/talks26/python-data-wrangling-preparing-for-the-future2026-03-09https://aicouncil.com/scaling-a-data-pipeline-mystery-to-masteryhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/dan-goldin.pngdangoldindangoldinhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-11-09https://aicouncil.com/talks/fast-ai-search-on-object-storage-1-trillion-scale2026-02-18https://aicouncil.com/talks24/data-culture-as-a-product2024-02-20https://aicouncil.com/speaker-bio/dan-goldin2019-02-25https://aicouncil.com/talks-0/how-a-less-is-more-approach-stems-the-sprawl-of-security-data-and-makes-it-more-actionable2023-04-20https://aicouncil.com/talks-0/building-blocks-reusing-queries-in-semantic-data-modeling2025-02-10https://aicouncil.com/talks-archive/the-design-of-systems-for-real-time-prediction-serving2019-07-31https://aicouncil.com/talks24/argo-kubernetes-native-workflows-and-pipelines2024-01-16https://aicouncil.com/speaker/python-data-wrangling-preparing-for-the-future2021-11-03https://aicouncil.com/talks-archive/tapeagents-a-powerful-framework-for-building-and-optimizing-ai-agents2025-02-10https://aicouncil.com/speakers-archive/asif-khalak2019-12-06https://aicouncil.com/talks-archive/distributed-sql-databases-deconstructed2019-07-31https://aicouncil.com/speakers-archive/chris-wiggins2019-12-06https://aicouncil.com/talks-archive/building-a-scalable-financial-data-store2019-10-28https://aicouncil.com/talks26/computational-social-science-exciting-progress-future-challenges2026-03-09https://aicouncil.com/talks-archive/writing-unit-tests-for-data-science-code2023-01-13https://aicouncil.com/speakers/niall-woodward2025-12-02https://aicouncil.com/profile/hung-dang2021-10-20https://aicouncil.com/talks/privacy-techniques-for-data-science2024-01-03https://aicouncil.com/talks/ai-is-going-to-break-your-data-platform-are-you-ready2025-02-20https://aicouncil.com/talks/amundsen-a-data-discovery-platform-from-lyft2024-01-03https://aicouncil.com/influxdb-storage-engine-internalshttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Paul_Dix_InfluxData_DataEngConf.pngPaulDixInfluxDataDataEngConfPaulDixInfluxDataDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-09-20https://aicouncil.com/talks25/fast-ai-search-on-object-storage-1-trillion-scale2026-02-18https://aicouncil.com/talks-archive/operating-multi-tenant-kafka-services-for-developers-on-heroku2019-07-31https://aicouncil.com/talks25/look-ma-no-data-warehouse2025-11-30https://aicouncil.com/speaker-bio/alex-robinson2019-02-25https://aicouncil.com/building-a-distributed-column-store-for-production-observabilityhttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/Sam%20Stokes.pngSamStokesSamStokeshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-12-04https://aicouncil.com/profile/kartik-nagappa2023-02-02https://aicouncil.com/talks-archive/building-a-unified-feature-platform-with-duckdb-and-arrow2024-01-08https://aicouncil.com/profile/norma-padron2019-10-28https://aicouncil.com/talks-0/panel-insights-from-founders-shaping-the-industrys-future2024-03-01https://aicouncil.com/profile/nick-chamandy2019-03-14https://aicouncil.com/talks-0/0-to-100-in-under-a-week2022-04-29https://aicouncil.com/talks25/how-data-physicalization-can-be-a-way-to-get-people-to-the-meaning-behind-the-raw-information2025-11-30https://aicouncil.com/talks26/building-reliable-agentic-ai-systems2026-03-09https://aicouncil.com/talks/data-culture-as-a-product2024-02-20https://aicouncil.com/talks25/weld-accelerating-data-science-by-100x2025-11-30https://aicouncil.com/talks24/lightning-talks2024-01-16https://aicouncil.com/profile/anitha-kannan2019-03-14https://aicouncil.com/speakers/zhamak-dehghani2025-12-02https://aicouncil.com/talks/uncovering-the-potential-of-tensorflow-22024-01-03https://aicouncil.com/speaker/time-series-prediction-with-tensorflow2021-11-03https://aicouncil.com/talks25/foundations-for-a-multi-modal-lakehouse-for-ai2025-11-30https://aicouncil.com/talks-0/get-ready-for-ml-level-up-your-data-lake-with-delta-and-lakefs2022-04-29https://aicouncil.com/speakers/rick-lamers2025-12-02https://aicouncil.com/talks/open-source-success-learnings-from-1-billion-downloads2025-02-14https://aicouncil.com/speakers-archive/james-savage2019-12-06https://aicouncil.com/talks-archive/peloton-the-self-driving-database-management-system2019-07-31https://aicouncil.com/talks/real-time-schema-discovery2024-01-03https://aicouncil.com/talks24/hot-takes-and-tragic-mistakes-how-not-to-integrate-data-people-in-your-app-dev-team-workflows2024-01-16https://aicouncil.com/talks-0/democratizing-data-with-the-clover-transform-framework2022-04-29https://aicouncil.com/talks26/lazy-beats-smart-and-fast2026-03-09https://aicouncil.com/profile/kuba-rogut2026-03-27https://aicouncil.com/speakers-archive/krishna-gade2020-02-26https://aicouncil.com/talks24/what-is-a-dataset-emerging-core-concepts-in-the-modern-data-stack2024-01-16https://aicouncil.com/talks26/when-production-machine-learning-fails2026-03-09https://aicouncil.com/talks25/beyond-mlops-building-ai-systems-with-metaflow2025-11-30https://aicouncil.com/profile/clod%C3%A9ric-mars2021-11-17https://aicouncil.com/talks24/lets-play-flappybird-some-data-engineering2024-02-21https://aicouncil.com/talks26/creating-and-powering-intelligent-assistants2026-03-09https://aicouncil.com/profile/ian-schweer2023-01-13https://aicouncil.com/talks-archive/privacy-plus-utility-preserving-data-insights-with-state-of-the-art-privacy-protection2021-12-18https://aicouncil.com/talks26/end-to-end-exactly-once-aggregation-over-ad-streams2026-03-09https://aicouncil.com/talks24/building-data-tools-that-work2024-01-16https://aicouncil.com/talks26/the-history-and-anatomy-of-apache-superset2026-03-09https://aicouncil.com/profile/tino-tereshko2023-04-20https://aicouncil.com/speakers/barry-mccardel2025-12-02https://aicouncil.com/profile/george-matthew2022-02-01https://aicouncil.com/talks-0/why-is-everyone-talking-about-apache-iceberg-from-the-original-creator-of-apache-iceberg2025-02-20https://aicouncil.com/talks25/genomic-data-analysis-with-spark-hadoop2025-11-30https://aicouncil.com/speakers-archive/soheil-koushan2024-02-28https://aicouncil.com/talks-archive/bridging-functions-and-functionality-how-stitch-fix-empowers-data-scientists-to-do-more-by-doing-less2020-02-27https://aicouncil.com/talks26/engineering-lessons-learned-by-data-scientists-in-growing-malwarescore-from-kaggle-competition-to-trusted-antivirus-solution2026-03-09https://aicouncil.com/talks26/write-less-more-how-dagster-rebuilt-our-docs-from-the-ground-up2026-03-09https://aicouncil.com/blog/instrumental-featured-startup-sf18https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-03-30https://aicouncil.com/talks-0/data-at-marfeel-addressing-complexity-at-scale-with-the-latest-technologies2022-04-29https://aicouncil.com/speaker-bio/dave-deriso2019-02-25https://aicouncil.com/talks/stream-processing-design-patterns2024-01-03https://aicouncil.com/talks25/building-a-data-native-agent-cortex-code2026-03-27https://aicouncil.com/speaker-bio/evan-sparks2019-02-25https://aicouncil.com/talks25/trillion-is-the-new-billion-managing-really-large-multimodal-datasets-for-ai2026-03-14https://aicouncil.com/speaker/the-challenges-of-distributing-postgres-a-citus-story2021-11-03https://aicouncil.com/talks24/explainable-ai2024-01-16https://aicouncil.com/talks-0/building-influxdb-3-core-a-real-time-columnar-db-and-data-processor-on-object-storage2025-02-10https://aicouncil.com/talks-archive/from-playgrounds-to-production-the-evolution-of-ai-evaluation-at-coda2024-01-31https://aicouncil.com/talks-archive/ai-needs-a-new-kind-of-oltp-lakebase-serverless-postgres-in-the-agent-era2026-03-14https://aicouncil.com/profile/steffen-peter2019-03-25https://aicouncil.com/talks26/achieve-better-data-quality-with-data-warehouse-observability2026-03-09https://aicouncil.com/talks-0https://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Backgrounds/bg2.jpgbg2bg2https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparenthttps://www.datacouncil.ai/hubfs/austin2022-partners/Austin%20Track%20Host%20Header%20.jpegAustinTrackHostHeaderAustinTrackHostHeader2022-04-29https://aicouncil.com/talks-archive/compound-ai-systems-for-modern-application-development2025-02-10https://aicouncil.com/talks/streaming-cdc-data-from-postgresql-to-snowflake-challenges-and-solutions2024-03-26https://aicouncil.com/speakers-archive/austin-wilt2019-12-06https://aicouncil.com/talks25/huggingface-ray-air-integration-a-python-developers-guide-to-scaling-transformers2025-11-30https://aicouncil.com/talks/conversation-simulator-a-real-life-use-case-leveraging-openais-api2024-01-03https://aicouncil.com/speakers/marianne-bellotti2025-12-02https://aicouncil.com/talks-archive/what-comes-after-deep-learning2026-02-25https://aicouncil.com/talks-0/keynote-data-meets-intelligence-where-the-data-infra-ai-stack-converge2025-03-31https://aicouncil.com/profile/edwin-ong2019-03-14https://aicouncil.com/speakers/nikita-shamgunov2026-03-31https://aicouncil.com/speakers/dima-dzhulgakov2026-03-14https://aicouncil.com/talks26/stream-processing-beyond-streaming-data2026-03-09https://aicouncil.com/talks-0/building-enterprise-agentic-rag-applications-with-reduced-hallucinations2025-02-20https://aicouncil.com/talks-0/build-reliable-voice-agents-with-durable-execution2026-03-27https://aicouncil.com/talks-archive/how-to-be-a-10x-analyst2023-01-13https://aicouncil.com/talks25/kafka-meets-scale2025-11-30https://aicouncil.com/speakers/soumya-kalra2026-02-20https://aicouncil.com/speakers/eric-hansander2025-12-02https://aicouncil.com/talks/creating-the-right-developer-community-for-your-company2024-01-03https://aicouncil.com/talks-archive/the-future-of-data-engineering-in-a-post-ai-world2024-02-21https://aicouncil.com/talks26/from-silo-to-scale-how-data-infrastructures-evolved-to-bring-more-data-to-more-people2026-03-09https://aicouncil.com/speakers/susannah-shattuck2025-12-02https://aicouncil.com/talks-0/oasis-data-analysis-platform-for-enterprise2022-04-29https://aicouncil.com/profile/claire-gouze2025-03-19https://aicouncil.com/talks-0/amundsen-from-discovering-data-to-securing-data2022-04-29https://aicouncil.com/talks/a-label-free-world-current-state-of-unsupervised-deep-learning2024-01-03https://aicouncil.com/talks26/unlocking-ab-testing-for-b2b2026-03-09https://aicouncil.com/talks-0/how-to-build-a-data-stack-that-your-company-actually-uses2024-01-30https://aicouncil.com/talks/compound-ai-systems-for-modern-application-development2025-02-10https://aicouncil.com/talks24/creating-the-right-developer-community-for-your-company2024-01-16https://aicouncil.com/talks-0/data-engineering-and-beyond-nyc192022-04-29https://aicouncil.com/talks25/track-host-startups-new-york-20182025-11-30https://aicouncil.com/talks25/scaling-personalization-via-machine-learned-assortment-optimization2025-11-30https://aicouncil.com/profile/yaroslav-tkachenko2021-11-09https://aicouncil.com/talks24/bridging-the-ai-implementation-gap-strategies-for-embedding-data-professionals-with-business-units2025-03-06https://aicouncil.com/blog/to-shard-or-not-to-shard-postgresqlhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-12-27https://aicouncil.com/talks/fast-data-apps-with-alpakka-kafka-connector-and-akka-streams2024-01-03https://aicouncil.com/talks26/the-power-of-low-latency-data-for-ai-apps2026-03-09https://aicouncil.com/talks24/evolution-of-data-ingestion-and-product-instrumentation-at-prezi2024-01-16https://aicouncil.com/talks-archive/timescaledb-rearchitecting-a-sql-database-for-time-series-data2019-07-31https://aicouncil.com/speakers/jared-polivka2025-12-02https://aicouncil.com/talks26/empowering-customer-facing-teams-with-voice-based-ai2026-03-09https://aicouncil.com/profile/jeff-smith2019-03-14https://aicouncil.com/talks-archive/forecasting-airbnbs-marketplace-with-a-causal-graph2019-07-31https://aicouncil.com/blog/pushing-kafka-to-the-limit-at-herokuhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-12-27https://aicouncil.com/speaker-bio/willem-pienaar2019-02-25https://aicouncil.com/talks25/bridging-functions-and-functionality-how-stitch-fix-empowers-data-scientists-to-do-more-by-doing-less2025-11-30https://aicouncil.com/profile/zineb-laraki2020-02-28https://aicouncil.com/talks25/flyte-cloud-native-machine-learning-and-data-processing-platform2025-11-30https://aicouncil.com/speakers-archive/gideon-mann2019-12-06https://aicouncil.com/talks/the-fun-sized-mlops-stack-from-scratch2024-01-03https://aicouncil.com/talks25/the-open-layer-how-open-models-routing-and-inference-are-reshaping-agentic-engineering2026-03-14https://aicouncil.com/talks26/deep-representations-of-time-series2026-03-09https://aicouncil.com/speakers-archive/david-lundgren2019-12-06https://aicouncil.com/talks-0/intrinsic-autoregressive-models-in-stan2022-04-29https://aicouncil.com/talks/everything-everywhere-all-at-once-object-store-native2025-03-03https://aicouncil.com/speakers-archive/jian-jiao2024-02-28https://aicouncil.com/blog/should-datacoral-power-your-new-data-infrastructurehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-11-08https://aicouncil.com/talks-0/from-1-to-ipo-growing-the-data-team-and-data-culture-at-gitlab2023-01-13https://aicouncil.com/talks26/ai-is-going-to-break-your-data-platform-are-you-ready2026-03-09https://aicouncil.com/talks26/from-1-to-ipo-growing-the-data-team-and-data-culture-at-gitlab2026-03-09https://aicouncil.com/talks/data-lineage-with-apache-airflow2024-01-03https://aicouncil.com/talks/the-statistics-of-dirty-data2024-01-03https://aicouncil.com/talks24/creating-self-service-high-velocity-data-cultures2024-01-16https://aicouncil.com/talks26/real-estate-search-engine-enhancement-using-ai-ml-5-examples2026-03-09https://aicouncil.com/talks-0/productizing-structural-models2022-04-29https://aicouncil.com/speakers/peter-kairouz2025-12-02https://aicouncil.com/talks-0/from-playgrounds-to-production-the-evolution-of-ai-evaluation-at-coda2024-01-31https://aicouncil.com/talks/statistical-aspects-of-distributed-tracing2024-01-03https://aicouncil.com/scaling-a-relational-database-for-the-cloud-agehttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Sumedh%20Pathak.pngSumedhPathakSumedhPathakhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2018-07-11https://aicouncil.com/speakers/kai-brusch2025-12-02https://aicouncil.com/profile/alexy-khraborov2025-03-31https://aicouncil.com/talks24/the-literate-programmer-cargo-cult-open-source2024-01-16https://aicouncil.com/talks25/go-to-market-data-enrichment-practical-strategies-to-drive-business-value2025-11-30https://aicouncil.com/talks-archive/llms-semantic-layer-self-serve-has-entered-the-chat2023-03-25https://aicouncil.com/speakerhttps://www.datacouncil.ai/hubfs/Austin%20Speaker%20Header-1.pngAustinSpeakerHeader1AustinSpeakerHeader1https://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Images/Speakers%20Black%20and%20White/Compressed/reza.pngrezarezahttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2021-11-03https://aicouncil.com/speakers/laura-pruitt2025-12-02https://aicouncil.com/profile/caitlin-hudon2024-02-20https://aicouncil.com/talks-archive/scaling-personalization-via-machine-learned-assortment-optimization2019-07-31https://aicouncil.com/talks24/the-agentic-database-a-new-way-to-interact-with-your-data2025-02-10https://aicouncil.com/speaker-bio/68028349522019-02-25https://aicouncil.com/profile/denis-yarats2025-03-21https://aicouncil.com/speakers-archive/michael-bullington2024-03-09https://aicouncil.com/speakers-archive/andrew-colombi2019-12-06https://aicouncil.com/talks26/introducing-lolpop-an-open-source-framework-for-machine-learning-workflows2026-03-09https://aicouncil.com/talks26/stream-processing-in-python-with-wallaroo2026-03-09https://aicouncil.com/talks26/scaling-up-your-pandas-workflows-with-modin2026-03-09https://aicouncil.com/talks-0/the-dirty-little-secret-of-enterprise-data2022-04-29https://aicouncil.com/talks25/streaming-cdc-data-from-postgresql-to-snowflake-challenges-and-solutions2025-11-30https://aicouncil.com/speakers-archive/ashish-dubey2019-12-06https://aicouncil.com/talks24/innovating-with-open-generative-ai2024-01-16https://aicouncil.com/talks/building-etl-infrastructure-that-analysts-love2024-01-03https://aicouncil.com/talks24/productizing-structural-models2024-01-16https://aicouncil.com/talks-archive/ten-years-of-building-open-source-standards2023-01-13https://aicouncil.com/talks/time-series-prediction-with-tensorflow2024-01-03https://aicouncil.com/talks/composable-interfaces-for-parallel-processing-in-apache-spark-weld2024-01-03https://aicouncil.com/talks25/get-ready-for-ml-level-up-your-data-lake-with-delta-and-lakefs2025-11-30https://aicouncil.com/profile/dan-mejia2024-03-07https://aicouncil.com/profile/elie-bakouch2026-02-18https://aicouncil.com/speaker/the-limitations-of-big-data-in-predictive-analytics2021-11-03https://aicouncil.com/talks25/building-efficient-ml-pipelines-and-responsible-ai-solutions2025-11-30https://aicouncil.com/talks-0/when-production-machine-learning-fails2022-04-29https://aicouncil.com/profile/brian-farris2019-03-14https://aicouncil.com/talks/content-based-recommendations-using-word-embeddings-to-automate-related-content-generation-at-buzzfeed2024-01-03https://aicouncil.com/talks25/improving-search-with-natural-language-processing-and-deep-learning2025-11-30https://aicouncil.com/talks/bringing-trillions-to-reality-how-sambanovas-memory-centric-design-powers-agentic-ai-and-genai-workflows-for-enterprise-data2025-03-25https://aicouncil.com/talks26/how-to-create-a-purpose-built-data-indexer2026-03-09https://aicouncil.com/talks-archive/data-science-pinterest2019-07-31https://aicouncil.com/speaker-bio/haile-owusu2019-02-25https://aicouncil.com/talks-archive/rethinking-transportation-in-cities-making-traffic-smarter-through-optimization-and-location-intelligence2019-09-11https://aicouncil.com/talks-0/reducing-flight-delays-with-kubernetes-and-tensorflow2022-04-29https://aicouncil.com/speakers-archive/noelle-saldana2023-01-13https://aicouncil.com/talks25/when-production-machine-learning-fails2025-11-30https://aicouncil.com/talks-archive/testing-and-documenting-your-data-doesnt-have-to-suck2019-10-17https://aicouncil.com/speakers/joan-albert-descofet2025-12-02https://aicouncil.com/talks-archive/introducing-pixeltable-open-source-data-infrastructure-for-multimodal-ai2025-02-10https://aicouncil.com/talks/rising-tides-with-radical-transparency-why-and-how-to-open-source-your-data-platform2024-01-29https://aicouncil.com/talks25/creating-self-service-high-velocity-data-cultures2025-11-30https://aicouncil.com/talks-0/type-safe-data-processing-and-machine-learning-pipelines-with-flyte-and-pandera2022-04-29https://aicouncil.com/talks-archive/building-an-ecosystem-for-open-foundation-models-together2024-01-10https://aicouncil.com/talks24/building-an-llm-powered-analytics-slack-bot-at-twitch2025-02-10https://aicouncil.com/talks25/scaling-uber-metric-system-from-elasticsearch-to-pinot2025-11-30https://aicouncil.com/speakers/alex-martin2025-12-02https://aicouncil.com/talks24/beyond-pipelines-introducing-pubsub-for-tables2025-04-18https://aicouncil.com/talks-0/how-to-make-security-data-actionable-with-graph-theory2022-04-29https://aicouncil.com/talks24/a-federated-information-infrastructure-that-works2024-01-16https://aicouncil.com/talks24/optimizing-time-series-data-in-mixed-architectures-with-questdb2024-02-17https://aicouncil.com/speakers-archive/shirshanka-das-22021-10-20https://aicouncil.com/talks24/make-too-much-knowledge-just-enough.-massive-scale-rag-and-graphrag-with-open-source2025-03-13https://aicouncil.com/speakers/vignesh-chadramohan2025-12-02https://aicouncil.com/talks-archive/this-app-ends-tantrums-how-ml-nlp-and-five-minutes-of-playtime-help-parents-caregivers-and-children-enjoy-life-together2023-02-22https://aicouncil.com/talks25/analytics-and-the-dark-side-of-the-analytics-development-lifecycle2025-11-30https://aicouncil.com/speakers-archive/joseph-powers2025-01-13https://aicouncil.com/profile/nishith-agarwal2019-03-14https://aicouncil.com/speakers/santi-segui2025-12-02https://aicouncil.com/talks25/practical-lessons-for-building-machine-learning-models-in-production2025-11-30https://aicouncil.com/profile/linus-lee2026-03-01https://aicouncil.com/talks26/a-101-in-time-series-analytics-with-apache-arrow-pandas-and-parquet2026-03-09https://aicouncil.com/speakers-archive/joey-baker2026-03-27https://aicouncil.com/talks-archive/continuous-data-pipeline-for-real-time-benchmarking-and-data-set-augmentation2023-01-31https://aicouncil.com/talks-0/rags-to-riches-engineering-the-future-of-llm-systems2025-03-25https://aicouncil.com/talks24/creating-a-competitive-advantage-in-the-age-of-intelligence-as-a-service2024-03-09https://aicouncil.com/talks25/designing-engineering-a-viral-multi-model-ai-workflow-from-prototype-to-300k-users-in-two-weeks2025-11-30https://aicouncil.com/talks24/how-to-finally-get-self-service-by-ditching-the-star-schema2024-01-16https://aicouncil.com/talks/the-design-of-systems-for-real-time-prediction-serving2024-01-03https://aicouncil.com/profile/margi-dubal2023-03-06https://aicouncil.com/talks/driving-in-dataland2024-01-03https://aicouncil.com/profile/wesley-faulkner2023-01-13https://aicouncil.com/talks25/building-a-better-world-with-ai-one-architectural-drawing-at-a-time2025-11-30https://aicouncil.com/talks-0/making-humans-and-code-gpu-capable-at-mailchimp2022-04-29https://aicouncil.com/cloud-native-stream-processinghttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Sid_Anand_Agari_DataEngConf.pngSidAnandAgariDataEngConfSidAnandAgariDataEngConfhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-09-20https://aicouncil.com/speakers/ravi-suhag2025-12-02https://aicouncil.com/speakers/celina-wong2025-12-02https://aicouncil.com/talks-archive/cdc-stream-processing-with-apache-flink2023-01-31https://aicouncil.com/speaker/stop-obsessing-about-data-infrastructure2021-11-03https://aicouncil.com/talks/agents-will-need-trillions-of-databases.-lets-give-it-to-them2026-02-25https://aicouncil.com/talks/testing-and-documenting-your-data-doesnt-have-to-suck2024-01-03https://aicouncil.com/talks/working-outside-the-box-the-journey-to-figjam-ai2024-03-01https://aicouncil.com/talks24/interactive-exploratory-analytics-with-druid2024-01-16https://aicouncil.com/speakers-archive/will-goldstein2024-03-19https://aicouncil.com/speakers-archive/haile-owusu2019-12-06https://aicouncil.com/talks-0/balancing-broad-data-access-with-usability-at-scale2022-04-29https://aicouncil.com/talks-archive/flyte-cloud-native-machine-learning-and-data-processing-platform2020-07-01https://aicouncil.com/speaker/ai-farming-100x-the-yield-with-a-data-team-of-12021-11-03https://aicouncil.com/talks/factory-abhay2026-03-27https://aicouncil.com/talks26/revolutionize-ai-engineering-with-autogen2026-03-09https://aicouncil.com/talks/its-the-data-stupid2024-01-03https://aicouncil.com/speakers-archive/binu-mathew2019-12-06https://aicouncil.com/profile/shinji-kim2021-12-08https://aicouncil.com/talks-0/ml-in-production-what-does-production-even-mean2023-01-26https://aicouncil.com/profile/julie-hollek2021-12-15https://aicouncil.com/talks25/building-an-ecosystem-for-open-foundation-models-together2025-11-30https://aicouncil.com/talks-archive/empowering-data-teams-a-step-by-step-playbook-for-leads-and-managers2024-01-27https://aicouncil.com/talks-archive/building-bots-building-blocks-how-forbes-experiments-evaluates-and-kills-data-driven-bots2019-07-31https://aicouncil.com/profile/dylan-perez-neider2025-02-14https://aicouncil.com/profile/wouter-de-bie2019-08-19https://aicouncil.com/talks-0/instant-preview-mode-real-time-feedback-to-make-sql-data-exploration-fly2025-02-10https://aicouncil.com/speakers-archive/silvia-oliveros-torres2019-12-06https://aicouncil.com/talks25/breaking-the-proof-of-concept-cycle-stop-prototyping-and-get-into-production2026-02-18https://aicouncil.com/talks26/ten-years-of-building-open-source-standards-242026-03-09https://aicouncil.com/speakers-archive/alp-kucukelbir2019-12-06https://aicouncil.com/talks24/making-decisions-in-high-dimensions2024-01-16https://aicouncil.com/talks24/privacy-plus-utility-preserving-data-insights-with-state-of-the-art-privacy-protection2024-01-16https://aicouncil.com/talks-0/mlops-for-machine-learning-sustainability-scalability-and-governance2022-04-29https://aicouncil.com/speaker-bio/brian-femiano2019-02-25https://aicouncil.com/talks26/ai-attribution-measuring-what-ai-actually-did2026-03-14https://aicouncil.com/talks25/technical-founders-panel-nyc182025-11-30https://aicouncil.com/speakers/duncan-watts2025-12-02https://aicouncil.com/talks25/rikai-a-new-data-format-for-analytics-on-unstructured-data-at-scale2025-11-30https://aicouncil.com/talks/machine-learning-from-development-to-production-at-instacart2024-01-03https://aicouncil.com/talks25/how-to-build-your-own-model-router2025-11-30https://aicouncil.com/talks-0/why-dbt-acquired-sdf-how-a-small-team-built-true-sql-comprehension2024-03-26https://aicouncil.com/speakers/arun-kejariwal2025-12-02https://aicouncil.com/speakers-archive/han-chung-lee2025-03-26https://aicouncil.com/talks-archive/creating-a-competitive-advantage-in-the-age-of-intelligence-as-a-service2024-03-09https://aicouncil.com/talks25/lakehouse-or-warehouse-where-should-you-live2025-11-30https://aicouncil.com/talks25/building-a-distributed-data-access-layer-for-analytics-on-any-cloud2025-11-30https://aicouncil.com/talks-0/unified-pipeline-architecture-the-evolution-of-data-processing-at-spotify2022-04-29https://aicouncil.com/talks25/data-reliability-engineering-a-new-approach-to-data-quality2025-11-30https://aicouncil.com/talks24/real-time-system-computing-engines2024-01-16https://aicouncil.com/speakers-archive/andy-turley2019-12-06https://aicouncil.com/speakers/jin-hyuk-chang2025-12-02https://aicouncil.com/talks-0/how-200-leaders-made-business-data-work-harder2022-04-29https://aicouncil.com/talks-archive/eval-agents-how-to-solve-error-cascades-in-agents2025-02-20https://aicouncil.com/profile/quentin-francois2019-03-14https://aicouncil.com/talks-archive/beyond-simple-ab-testing-advanced-experimentation-tactics2024-01-26https://aicouncil.com/talks/serverless-data-engineering-what-weve-learned-along-the-way2024-01-03https://aicouncil.com/speakers-archive/monica-miller2024-02-28https://aicouncil.com/speaker-bio/phil-roth2019-02-25https://aicouncil.com/talks-archive/building-a-knowledge-graph-platform-from-billions-of-unstructured-online-sources-using-ai2019-07-31https://aicouncil.com/talks25/meet-dbt-the-data-transformation-tool-used-by-jetblue-gitlab-wistia-and-away2025-11-30https://aicouncil.com/speakers-archive/shruti-gandhi2019-12-06https://aicouncil.com/talks/a-new-science-of-cities-high-resolution-of-economic-complexity-at-the-urban-scale2024-01-03https://aicouncil.com/talks26/what-makes-for-an-effective-data-practitioner-in-20242026-03-09https://aicouncil.com/talks-archive/wtf-are-we-doing2024-02-20https://aicouncil.com/talks-archive/data-and-ai-in-construction2021-12-14https://aicouncil.com/talks24/ray-for-reinforcement-learning2024-01-16https://aicouncil.com/talks26/the-art-of-data-reimagining-creative-processes-with-data-culture2026-03-09https://aicouncil.com/talks-0/time-to-rethink-data-management-for-machine-learning2022-04-29https://aicouncil.com/speakers/stephen-osullivan2025-12-02https://aicouncil.com/talks/the-next-big-opportunities-in-data-infrastructure2024-01-03https://aicouncil.com/speakers/arpit-agarwal2025-12-02https://aicouncil.com/speaker-bio/till-bergmann2019-02-25https://aicouncil.com/talks24/beyond-spark-rdds-dataframes-datasets-for-mixing-functional-relational-code2024-01-16https://aicouncil.com/talks26/the-return-of-the-olap-cube2026-03-09https://aicouncil.com/profile/marianne-bellotti2019-03-14https://aicouncil.com/talks/democratizing-metric-definition-and-discovery-at-airbnb2024-01-03https://aicouncil.com/talks/scalability-is-quantifiable-the-universal-scalability-law2024-01-03https://aicouncil.com/talks/the-future-of-data-engineering-in-a-post-ai-world2024-02-21https://aicouncil.com/speakers-archive/robert-nishihara2019-12-06https://aicouncil.com/profile/gunnar-morling2023-01-31https://aicouncil.com/talks-archive/a-deep-dive-into-the-dbt-manifest2023-01-13https://aicouncil.com/speakers/chris-alexiuk2026-02-18https://aicouncil.com/talks26/automating-machine-learning2026-03-09https://aicouncil.com/productizing-structural-modelshttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/james.pngjamesjameshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-12-27https://aicouncil.com/talks-0/agentic-architecture-to-reduce-decision-paralysis2024-03-14https://aicouncil.com/speaker-bio/baron-schwartz2019-02-25https://aicouncil.com/talks25/everything-everywhere-all-at-once-object-store-native2025-11-30https://aicouncil.com/speakers/dave-deriso2025-12-02https://aicouncil.com/speakers/rachel-lee-nabors2025-12-02https://aicouncil.com/talks-archive/introducing-lolpop-an-open-source-framework-for-machine-learning-workflows2024-01-04https://aicouncil.com/speakers/chaoyu-yang2025-12-02https://aicouncil.com/speakers/emmanuel-ameisen2025-12-02https://aicouncil.com/talks24/how-open-frontier-labs-actually-train-their-models2026-02-18https://aicouncil.com/talks24/running-millions-of-millisecond-ai-sandboxes-without-breaking-the-piggy-bank2026-03-31https://aicouncil.com/talks-archive/building-durable-long-running-autonomous-agents2026-02-25https://aicouncil.com/talks-0/operating-multi-tenant-kafka-services-for-developers-on-heroku2022-04-29https://aicouncil.com/speakers-archive/sumedh-sakdeo2025-01-10https://aicouncil.com/profile/diana-kelley2026-03-14https://aicouncil.com/reducing-student-loans-with-bot-powered-humanshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/william-falcon.pngwilliamfalconwilliamfalconhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-12-22https://aicouncil.com/profile/tim-divane2019-03-14https://aicouncil.com/talks/beyond-mlops-building-ai-systems-with-metaflow2024-01-27https://aicouncil.com/talks-archive/small-data-and-the-model-stack2019-07-31https://aicouncil.com/profile/marlene-guraieb2019-03-14https://aicouncil.com/talks/how-to-teach-an-old-dog-new-tricks-modernizing-a-business-with-data-products2024-01-03https://aicouncil.com/talks24/unified-data-experience-unleashing-the-value-of-bp-data2024-02-21https://aicouncil.com/speaker/lessons-learned-optimizing-nosql-for-apache-spark2021-11-03https://aicouncil.com/speakers/elizabeth-dlha2025-12-02https://aicouncil.com/speakers/volodymyr-kubytskyi2025-12-02https://aicouncil.com/speaker/the-future-of-column-oriented-data-processing-with-arrow-and-parquet2021-11-03https://aicouncil.com/talks25/publishing-jupyter-notebooks-with-quarto2025-11-30https://aicouncil.com/speaker-bio/josh-schwartz2019-02-25https://aicouncil.com/talks26/innovating-on-software-development2026-03-09https://aicouncil.com/talks-archive/dont-optimize-my-queries-optimize-my-data2019-07-31https://aicouncil.com/talks24/redefining-database-workloads-the-future-with-modern-object-storage2024-01-16https://aicouncil.com/speakers/umesh-unnikrishnan2026-03-27https://aicouncil.com/talks26/apache-kafka-and-the-rise-of-stream-processing2026-03-09https://aicouncil.com/talks26/type-safe-data-processing-and-machine-learning-pipelines-with-flyte-and-pandera2026-03-09https://aicouncil.com/speakers-archive/shirshanka-das2021-10-20https://aicouncil.com/talks24/causal-inference-in-data-science-from-prediction-to-causation2024-01-16https://aicouncil.com/talks-0/putting-data-to-work-for-global-urban-development2025-02-10https://aicouncil.com/talks24/from-batch-to-streaming-to-both-the-data-platform-at-skyscanner2024-01-16https://aicouncil.com/speaker-bio/benn-stancil2019-02-25https://aicouncil.com/talks-archive/tactical-data-engineering2019-07-31https://aicouncil.com/talks26/creating-a-data-engineering-culture2026-03-09https://aicouncil.com/talks25/data-pipeline-frameworks-the-dream-and-the-reality2025-11-30https://aicouncil.com/talks-0/from-scaling-to-observability-solving-key-challenges-for-distributed-ml-with-ray2025-02-10https://aicouncil.com/profile/diogo-almeida2026-03-31https://aicouncil.com/talks24/building-an-end-to-end-data-stack-in-thirty-minutes2024-01-16https://aicouncil.com/talks26/ai-monitoring-and-explainability-the-critical-hidden-connection2026-03-09https://aicouncil.com/talks-0/how-to-achieve-data-discovery-with-metadata-and-logs2022-04-29https://aicouncil.com/talks26/fast-ai-search-on-object-storage-1-trillion-scale2026-03-09https://aicouncil.com/talks-archive/a-sql-based-metrics-layer-for-duckdb-and-clickhouse2025-02-10https://aicouncil.com/profile/sandy-ryza2021-11-30https://aicouncil.com/talks24/scalable-and-sustainable-feature-engineering-with-hamilton2024-01-16https://aicouncil.com/profile/nico-acosta2024-01-09https://aicouncil.com/talks-archive/observability-at-the-long-tail-why-sampling-production-data-doesnt-work-for-rare-events2021-12-22https://aicouncil.com/talks25/keynote-guardrails-for-the-future-ai-safety-and-responsible-ai-in-practice2025-11-30https://aicouncil.com/talks26https://www.datacouncil.ai/hubfs/Assets%2023/arrow-left-2x.pngarrowleft2xarrowleft2xhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12026-03-09https://aicouncil.com/speaker/the-literate-programmer-cargo-cult-open-source2021-11-03https://aicouncil.com/talks26/python-over-data-lakes-declarative-environments-data-management-and-other-things-with-feathers2026-03-09https://aicouncil.com/talks25/a-quick-tour-of-the-orchest-oss-project2025-11-30https://aicouncil.com/talks24/translating-source-code-into-natural-language-with-ai2024-01-16https://aicouncil.com/talks-0/lazy-beats-smart-and-fast2022-04-29https://aicouncil.com/profile/issac-roth2025-03-31https://aicouncil.com/talks25/real-estate-search-engine-enhancement-using-ai-ml-5-examples2025-11-30https://aicouncil.com/speakers-archive/charles-frye2025-02-03https://aicouncil.com/talks24/the-deconstructed-database-at-datadog2026-02-25https://aicouncil.com/talks-archive/build-faster-more-responsive-analytics-with-a-semantic-layer2024-02-08https://aicouncil.com/talks26/cdc-stream-processing-with-apache-flink2026-03-09https://aicouncil.com/speakers-archive/paul-cothenet2019-12-06https://aicouncil.com/talks26/cloud-data-warehouse-benchmark-redshift-vs-snowflake-vs-bigquery2026-03-09https://aicouncil.com/profile/arpit-agarwal2019-06-07https://aicouncil.com/speakers-archive/manojit-nandi2019-12-06https://aicouncil.com/speakers/ori-soen2025-12-02https://aicouncil.com/talks-0/oramacore-a-search-database-with-llms-built-in2025-03-31https://aicouncil.com/talks-0/building-explainable-ai2022-04-29https://aicouncil.com/talks24/enterprise-data-science-comes-of-age2024-01-16https://aicouncil.com/terms-of-usehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12025-11-29https://aicouncil.com/talks-0/going-bayes-shifting-our-testing-methods-to-reflect-our-priorities2025-02-10https://aicouncil.com/profile/devin-petersohn2021-11-09https://aicouncil.com/blog/the-modern-data-stack-metadata-architectures-and-morehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Top%2010%20December%202020.pngTop10December2020Top10December20202021-01-06https://aicouncil.com/speakers/nelson-ray2025-12-02https://aicouncil.com/talks26/oaks-open-agentic-knowledge-stack2026-03-09https://aicouncil.com/speakers/schuyler-brown2025-12-02https://aicouncil.com/talks24/building-a-data-native-agent-cortex-code2026-03-27https://aicouncil.com/talks-0/building-a-data-foundation-for-multimodal-foundation-models2025-03-13https://aicouncil.com/talks24/building-a-holistic-sql-chatbot-that-solves-real-problems-for-people-in-tech-and-the-business2024-01-16https://aicouncil.com/speakers-archive/curtis-northcutt2023-01-31https://aicouncil.com/talks-0/track-host-data-products2022-04-29https://aicouncil.com/talks24/welcome-to-our-data-benchmark-where-everythings-made-up-and-the-points-dont-matter2026-03-14https://aicouncil.com/talks25/vc-panel-talk-sf182025-11-30https://aicouncil.com/speaker/the-right-stuff-lessons-learned-from-a-decade-of-data-engineering2021-11-03https://aicouncil.com/talks-archive/building-a-modern-machine-learning-platform-on-kubernetes2019-07-31https://aicouncil.com/speakers-archive/bastien-boutonnet2021-12-22https://aicouncil.com/speakers-archive/niko-grupen2025-03-31https://aicouncil.com/speakers-archive/marck-vaisman2024-02-21https://aicouncil.com/profile/llyod-tabb2023-01-13https://aicouncil.com/speakers/hardik-shah2025-12-02https://aicouncil.com/talks-0/building-real-time-data-pipelines-made-easy-with-structured-streaming-in-apache-spark2022-04-29https://aicouncil.com/speakers-archive/jeremy-cohen2020-07-01https://aicouncil.com/talks24/context-engineering-2.0-unifying-mcp-agentic-rag-and-memory2026-03-14https://aicouncil.com/talks-archive/spectrify-leveraging-redshift-spectrum-for-fun-and-profit2019-07-31https://aicouncil.com/talks-archive/creating-the-right-developer-community-for-your-company2023-01-13https://aicouncil.com/talks25/the-case-for-metadata-for-machine-learning-platforms2025-11-30https://aicouncil.com/talks-archive/building-a-holistic-sql-chatbot-that-solves-real-problems-for-people-in-tech-and-the-business2024-01-01https://aicouncil.com/talks-archive/everything-i-know-about-data-science-i-learned-from-model-railroading2023-01-18https://aicouncil.com/talks-0/data-lake-cdc-are-we-there-yet2026-02-18https://aicouncil.com/talks24/the-observatorium-using-machine-learning-and-observability-together-to-reduce-incident-impact2024-01-16https://aicouncil.com/speaker-bio/74000430762019-02-25https://aicouncil.com/speakers-archive/nikita-vemuri2025-02-03https://aicouncil.com/speakers/stefania-olafsd%C3%B3ttir2025-12-02https://aicouncil.com/speaker-bio/ashley-miller2019-02-25https://aicouncil.com/talks24/dagster-workflows-for-data-science-machine-learning-and-data-engineering2024-01-16https://aicouncil.com/talks-0/from-prediction-to-uplift-causal-modeling-for-better-decisions2026-03-14https://aicouncil.com/speakers-archive/thomas-mickley-doyle2023-01-18https://aicouncil.com/profile/jesika-haria2021-12-18https://aicouncil.com/speakers/danny-chiao2025-12-02https://aicouncil.com/speaker-bio/itamar-novick2019-02-25https://aicouncil.com/talks25/applying-design-to-solve-scaling-problems-and-evolve-an-architecture2025-11-30https://aicouncil.com/talks-0/improving-the-airline-boarding-process-through-deep-learning2022-04-29https://aicouncil.com/talks-0/machine-learning-for-brain-health-and-understanding-at-starlab-neuroscience2022-04-29https://aicouncil.com/talks24/how-to-interpret-and-explain-your-black-box-models2024-01-16https://aicouncil.com/talks24/content-based-recommendations-using-word-embeddings-to-automate-related-content-generation-at-buzzfeed2024-01-16https://aicouncil.com/speakers/norma-padron2025-12-02https://aicouncil.com/talks-archive/typesafe-ai2026-03-31https://aicouncil.com/speaker/macrobase-a-search-engine-for-fast-data-streams2021-11-03https://aicouncil.com/speakers-archive/paula-petrone2019-12-06https://aicouncil.com/talks/how-to-achieve-data-discovery-with-metadata-and-logs2024-01-03https://aicouncil.com/talks/powering-ai-workflows-with-tabular-graphs2025-03-25https://aicouncil.com/speakers-archive/bhaskar-ghosh2024-03-13https://aicouncil.com/profile/gilberto-hernandez2024-03-09https://aicouncil.com/talks26/extinguishing-the-garbage-fire-of-ml-testing2026-03-09https://aicouncil.com/talks25/modern-data-management-how-to-set-your-data-team-up-for-success2025-11-30https://aicouncil.com/talks24/time-to-rethink-data-management-for-machine-learning2024-01-16https://aicouncil.com/talks-archive/chaos-by-design-solving-the-unsolvable-ai-agent-testing-problem2025-03-20https://aicouncil.com/talks-archive/driving-in-dataland2019-07-31https://aicouncil.com/speaker-bio/willy-lulciuc2019-02-25https://aicouncil.com/talks25/how-beam-uses-code-based-dashboards-to-scale-analytics-products2025-11-30https://aicouncil.com/talks26/instant-preview-mode-real-time-feedback-to-make-sql-data-exploration-fly2026-03-09https://aicouncil.com/talks-0/the-design-of-systems-for-real-time-prediction-serving2022-04-29https://aicouncil.com/profile/sriram-vishwanath2026-03-14https://aicouncil.com/talks-archive/prompt-to-production-building-from-traditional-saas-to-true-ai-native-saas2026-03-31https://aicouncil.com/speakers/barr-moses2025-12-02https://aicouncil.com/speaker-biohttps://www.datacouncil.ai/hubfs/DataEngConf/Data%20Council/Sample%20Images/Speakers%20Black%20and%20White/Compressed/reza.pngrezarezahttps://www.datacouncil.ai/hubfs/Backgrounds/lights-background.jpeglightsbackgroundlightsbackgroundhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/DataCouncil_Logo_Transparent.pngDataCouncilLogoTransparentDataCouncilLogoTransparent2019-02-25https://aicouncil.com/talks26/beyond-linear-notebooks-implementing-reactivity-with-ipython2026-03-09https://aicouncil.com/talks25/why-you-shouldnt-care-about-iceberg2025-11-30https://aicouncil.com/speakers-archive/doris-lee2021-10-20https://aicouncil.com/profile/tyler-dunn2024-01-30https://aicouncil.com/talks24/3-best-practices-for-data-organizations-structure-roi-communications2024-01-16https://aicouncil.com/talks24/extreme-self-service-turning-data-consumers-into-data-constructors2024-01-16https://aicouncil.com/speakers/lukas-biewald2025-12-02https://aicouncil.com/talks-archive/data-processing-with-apache-beam-towards-portability-and-beyond2019-07-31https://aicouncil.com/talks26/data-scientist-or-the-most-dangerous-job-of-the-21st-century2026-03-09https://aicouncil.com/speakers/andreas-markmann2025-12-02https://aicouncil.com/talks26/using-apache-arrow-calcite-and-parquet-to-build-a-relational-cache2026-03-09https://aicouncil.com/profile/gandalf-hernandez2019-03-14https://aicouncil.com/speakers-archive/jocelyn-goldfein2019-12-06https://aicouncil.com/talks-archive/data-culture-20-leveraging-ai-to-build-human-connections-and-expand-your-influence2024-02-07https://aicouncil.com/talks24/forgiveness-not-permission-running-agents-on-production-data2026-03-01https://aicouncil.com/talks/building-a-scalable-financial-data-store2024-01-03https://aicouncil.com/talks24/scalable-continuous-monitoring-for-large-scale-ab-experimentation2025-02-27https://aicouncil.com/talks25/predicting-chaotic-systems-with-sparse-data-lessons-from-numerical-weather-prediction2025-11-30https://aicouncil.com/talks-archive/spark-dask-duckdb-polars-benchmarks-at-scale2024-01-17https://aicouncil.com/talks-0/unlocking-reliable-genai-strategies-for-assessing-llms-in-real-world-applications2024-01-23https://aicouncil.com/talks/latency-is-the-mind-killer-its-time-to-reimagine-data-interactions2024-01-03https://aicouncil.com/talks-archive/automation-of-machine-learning-workflows-at-bbva2019-07-31https://aicouncil.com/talks25/track-host-data-science-ai-impact-on-life2025-11-30https://aicouncil.com/talks26/fast-reactions-planning-and-reasoning-quickly-with-llms2026-03-09https://aicouncil.com/speaker/scaling-model-training2021-11-03https://aicouncil.com/speakers-archive/ganesh-ramanarayanan2025-02-05https://aicouncil.com/talks25/data-reliability-for-data-lakes2025-11-30https://aicouncil.com/speakers-archive/cole-bowden2025-03-19https://aicouncil.com/profile/laura-cosgrove2024-01-04https://aicouncil.com/speakers-archive/kishore-gopalakrishna2019-12-06https://aicouncil.com/talks25/building-data-products-with-machine-learning2025-11-30https://aicouncil.com/speakers-archive/alex-robinson2019-12-06https://aicouncil.com/talks25/scalability-is-quantifiable-the-universal-scalability-law2025-11-30https://aicouncil.com/speakers/curtis-northcutt2025-12-02https://aicouncil.com/speakers/jill-cates2026-03-14https://aicouncil.com/profile/sahaana-suri2019-03-14https://aicouncil.com/speakers/scott-breitenother2025-12-02https://aicouncil.com/talks/how-developers-should-think-about-the-emerging-ai-stack2024-03-01https://aicouncil.com/profile/elliot-chow2019-03-14https://aicouncil.com/talks-archive/statistical-aspects-of-distributed-tracing2019-10-28https://aicouncil.com/speakers-archive/adam-kelleher2019-12-06https://aicouncil.com/speakers/steven-hillion2025-12-02https://aicouncil.com/talks25/unlocking-reliable-genai-strategies-for-assessing-llms-in-real-world-applications2025-11-30https://aicouncil.com/speakers-archive/dr-greg-michaelson2025-01-23https://aicouncil.com/profile/karina-gibert2019-09-30https://aicouncil.com/talks/the-trials-and-tribulations-of-scaling-data-science-and-engineering2024-01-03https://aicouncil.com/speakers/ganesh-ramanarayanan2025-12-02https://aicouncil.com/profile/holden-karau2019-03-14https://aicouncil.com/speakers/calvin-french-owen2026-03-14https://aicouncil.com/speakers-archive/prasanna-padmanabhan2020-01-13https://aicouncil.com/talks25/notes-from-the-field-on-building-an-effective-ab-testing-program2025-11-30https://aicouncil.com/talks26/chatbots-at-nestle-improving-performance-on-intent-detection2026-03-09https://aicouncil.com/talks26/content-based-recommendations-using-word-embeddings-to-automate-related-content-generation-at-buzzfeed2026-03-09https://aicouncil.com/speakers-archive/shuojie-wang2019-12-06https://aicouncil.com/talks26/oramacore-a-search-database-with-llms-built-in2026-03-09https://aicouncil.com/talks24/teams-data-its-science2024-01-16https://aicouncil.com/talks26/why-dbt-acquired-sdf-how-a-small-team-built-true-sql-comprehension2026-03-09https://aicouncil.com/how-to-do-segmentation-right-a-practical-guide-for-data-scientistshttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Ruben%20Kogel.pngRubenKogelRubenKogel2018-03-01https://aicouncil.com/speakers/ryan-williams2025-12-02https://aicouncil.com/profile/joan-albert-descofet2019-10-02https://aicouncil.com/talks24/a-machine-learning-approach-to-optimize-prices-during-clearance-sales-at-mango2024-01-16https://aicouncil.com/talks25/how-open-frontier-labs-actually-train-their-models2026-02-18https://aicouncil.com/profile/ori-soen2025-02-27https://aicouncil.com/talks25/building-a-scalable-financial-data-store2025-11-30https://aicouncil.com/speakers/brent-cohn2025-12-02https://aicouncil.com/talks/prediction-based-decisions-and-fairness-choices-assumptions-and-definitions2024-01-03https://aicouncil.com/talks26/building-a-cloud-native-sql-database2026-03-09https://aicouncil.com/talks/how-to-build-a-responsible-ai-practice2024-01-03https://aicouncil.com/talks/beyond-the-ai-pilot-a-framework-for-building-systems-that-actually-deliver2026-03-31https://aicouncil.com/talks25/bias-variance-and-adaptive-products2025-11-30https://aicouncil.com/talks26/malloy-an-experimental-language-for-data2026-03-09https://aicouncil.com/speakers-archive/doron-porat2025-01-23https://aicouncil.com/talks25/the-data-infra-behind-zillows-3x-growth-in-experiment-volume2025-11-30https://aicouncil.com/talks-archive/why-streaming-sql-the-semantics-and-challenges-of-applying-sql-to-unbounded-data2024-01-29https://aicouncil.com/talks/uncertainty-aware-food-recognition-by-deep-learning2024-01-03https://aicouncil.com/talks24/generative-ai-for-search2024-01-16https://aicouncil.com/talks-0/teams-data-its-science2022-04-29https://aicouncil.com/talks24/data-mesh-the-next-stage-in-the-evolution-from-time-share-to-data-share2024-01-17https://aicouncil.com/talks-0/messy-data-and-reluctant-users-the-trouble-with-healthcare-data2022-04-29https://aicouncil.com/speakers/ian-whitestone2025-12-02https://aicouncil.com/profile/katrina-riehl2023-01-13https://aicouncil.com/talks25/kafka-streams-in-production-from-use-case-to-monitoring2025-11-30https://aicouncil.com/talks26/llms-for-data-science2026-03-09https://aicouncil.com/deploying-data-science-for-distribution-of-the-new-york-timeshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/anne-bauer-round.pngannebauerroundannebauerroundhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-12-07https://aicouncil.com/talks-0/building-responsible-and-trustworthy-generative-ai-products-at-linkedin2024-01-26https://aicouncil.com/on-the-margins-insights-vs-reportinghttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/john-davies.pngjohndaviesjohndavies2017-11-08https://aicouncil.com/talks-archive/dbt-powerful-open-source-data-transformations2019-07-31https://aicouncil.com/talks-archive/benchmarking-ai-agents-against-realistic-analytical-tasks-with-ade-bench2026-02-18https://aicouncil.com/speakers-archive/jules-damji2021-11-10https://aicouncil.com/talks25/change-data-streaming-patterns-with-debezium-apache-flink2025-11-30https://aicouncil.com/speakers-archive/matei-zaharia2019-12-06https://aicouncil.com/talks-0/the-limitations-of-big-data-in-predictive-analytics2022-04-29https://aicouncil.com/talks25/latency-is-the-mind-killer-its-time-to-reimagine-data-interactions2025-11-30https://aicouncil.com/speakers/jared-hanson2026-03-27https://aicouncil.com/speakers-archive/gilberto-hernandez2024-03-09https://aicouncil.com/profile/peter-gao2021-12-18https://aicouncil.com/profile/jennifer-prendki2019-03-14https://aicouncil.com/talks-archive/why-is-everyone-talking-about-apache-iceberg-from-the-original-creator-of-apache-iceberg2025-02-20https://aicouncil.com/speakers/markus-ludwig2025-12-02https://aicouncil.com/talks25/give-rust-a-chance2025-11-30https://aicouncil.com/profile/solomon-kahn2024-01-09https://aicouncil.com/talks/scaling-data-reliably-a-journey-in-growing-through-data-pain-points2024-01-26https://aicouncil.com/talks25/beyond-50000-partitions-how-heroku-pushes-the-limits-of-kafka-at-scale2025-11-30https://aicouncil.com/profile/joseph-ross2019-10-28https://aicouncil.com/speakers/gunnar-morling2025-12-02https://aicouncil.com/talks26/govern-your-data-clients-the-right-way-to-scale2026-03-09https://aicouncil.com/profile/hossein-azari2019-03-14https://aicouncil.com/speakers-archive/sean-taylor2021-11-30https://aicouncil.com/profile/abe-gong2019-04-07https://aicouncil.com/speakers-archive/emilio-tamez2024-01-04https://aicouncil.com/speakers-archive/kyle-weller2024-01-10https://aicouncil.com/talks24/its-about-time-an-introduction-to-timely-dataflow2024-01-16https://aicouncil.com/talks24/agentic-ai-from-risk-awareness-to-practical-control2026-03-14https://aicouncil.com/talks-archive/genomic-data-analysis-with-spark-hadoop2019-07-31https://aicouncil.com/talks25/building-responsible-and-trustworthy-generative-ai-products-at-linkedin2025-11-30https://aicouncil.com/talks/ottobot-productionizing-llm-models2024-03-01https://aicouncil.com/talks-archive/enabling-data-centric-solutions-through-modern-schema-management2024-01-27https://aicouncil.com/talks-0/incident-management-for-data-people2023-01-31https://aicouncil.com/profile/bence-faludi2019-05-31https://aicouncil.com/talks26/rags-to-riches-engineering-the-future-of-llm-systems2026-03-09https://aicouncil.com/talks-archive/writing-machine-learning-code-in-rust2021-12-29https://aicouncil.com/talks-archive/harel-datadog2026-03-31https://aicouncil.com/talks26/how-to-change-a-city-with-data-science2026-03-09https://aicouncil.com/talks-0/the-open-layer-how-open-models-routing-and-inference-are-reshaping-agentic-engineering2026-03-14https://aicouncil.com/talks/towards-a-universal-open-data-service-layer2024-02-08https://aicouncil.com/profile/john-urbanik2019-04-08https://aicouncil.com/speaker/an-update-on-scikit-learn2021-11-03https://aicouncil.com/speaker/building-a-feature-platform-to-scale-machine-learning2021-11-03https://aicouncil.com/building-developer-tools-at-the-right-level-of-abstractionhttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/ben-davis.pngbendavisbendavishttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2017-11-06https://aicouncil.com/talks24/data-apps-data-warehouse-as-a-platform2024-01-16https://aicouncil.com/speaker/introducing-switch-a-framework-for-custom-data-applications2021-11-03https://aicouncil.com/talks26/the-road-to-exceptional-data-correctness2026-03-09https://aicouncil.com/speakers-archive/soumya-kalra2026-02-20https://aicouncil.com/speakers/paul-lappas2025-12-02https://aicouncil.com/speakers/heidi-razavi2025-12-02https://aicouncil.com/profile/ashish-dubey2019-06-10https://aicouncil.com/talks/empower-and-elevate-integrating-veteran-leadership-with-veteran-individual-contributors-to-drive-data-maturity-and-company-success2025-02-10https://aicouncil.com/talks/how-to-build-a-data-stack-that-your-company-actually-uses2024-01-30https://aicouncil.com/speaker-bio/mayukh-bhaowal2019-02-25https://aicouncil.com/talks-0/composable-interfaces-for-parallel-processing-in-apache-spark-weld2022-04-29https://aicouncil.com/speakers/glauber-costa2026-02-25https://aicouncil.com/speakers/ali-hamidi2025-12-02https://aicouncil.com/profile/dr-greg-michaelson2025-01-23https://aicouncil.com/talks24/ray-a-framework-for-scaling-and-distributing-python-ml-applications2024-01-16https://aicouncil.com/talks/ai-needs-a-new-kind-of-oltp-lakebase-serverless-postgres-in-the-agent-era2026-03-14https://aicouncil.com/speakers-archive/alex-merced2023-02-22https://aicouncil.com/talks-0/python-data-wrangling-preparing-for-the-future2022-04-29https://aicouncil.com/talks26/why-streaming-sql-the-semantics-and-challenges-of-applying-sql-to-unbounded-data2026-03-09https://aicouncil.com/talks26/building-durable-long-running-autonomous-agents2026-03-09https://aicouncil.com/profile/lucy-vasserman2019-10-23https://aicouncil.com/talks24/the-middle-ground-balancing-batch-and-real-time-processing-in-a-data-lakehouse2025-02-14https://aicouncil.com/talks-0/building-a-1500-class-listing-categorizer-from-implicit-user-feedback2022-04-29https://aicouncil.com/profile/andrew-colombi2019-03-14https://aicouncil.com/blog/emerging-data-roles-the-analytics-engineerhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/Emerging%20Data%20Roles%20Analytics%20Engineer.jpgEmergingDataRolesAnalyticsEngineerEmergingDataRolesAnalyticsEngineerhttps://www.datacouncil.ai/hubfs/Spectacles.pngSpectaclesSpectacleshttps://www.datacouncil.ai/hubfs/The%20Analytics%20Engineer%20post.pngTheAnalyticsEngineerpostTheAnalyticsEngineerpost2020-10-26https://aicouncil.com/talks-0/blending-event-stream-processing-with-machine-learning-using-the-kafka-ecosystem2022-04-29https://aicouncil.com/speakers-archive/tim-sell2019-12-06https://aicouncil.com/profile/neelesh-srinivas-salian2019-03-14https://aicouncil.com/speakers/anant-agarwal2025-12-02https://aicouncil.com/talks-archive/building-a-data-native-agent-cortex-code2026-03-27https://aicouncil.com/speaker/event-driven-data-architecture-at-letgo2021-11-03https://aicouncil.com/talks25/trimming-the-long-tail-of-production-model-ownership-at-hinge-2025-11-30https://aicouncil.com/talks26/move-fast-and-dont-break-things-how-to-build-a-data-platform-that-scales-with-your-organization2026-03-09https://aicouncil.com/speakers-archive/ivan-aguilar2023-01-31https://aicouncil.com/talks26/shredding-and-embedding-pdfs-for-fun-and-profit2026-03-09https://aicouncil.com/talks25/the-trials-and-tribulations-of-scaling-data-science-and-engineering2025-11-30https://aicouncil.com/speakers/omoju-miller2025-12-02https://aicouncil.com/talks24/analytics-and-the-dark-side-of-the-analytics-development-lifecycle2025-02-27https://aicouncil.com/speakers/alex-dimakis2025-12-02https://aicouncil.com/speakers-archive/david-tan2019-12-06https://aicouncil.com/talks-archive/extinguishing-the-garbage-fire-of-ml-testing2023-01-13https://aicouncil.com/talks/data-for-impact-levering-llms-for-nonprofit-social-research2024-02-17https://aicouncil.com/speakers/lauren-chircus2025-12-02https://aicouncil.com/talks-archive/the-trials-and-tribulations-of-scaling-data-science-and-engineering2019-07-31https://aicouncil.com/talks/bias-variance-and-adaptive-products2024-01-03https://aicouncil.com/talks-archive/beyond-spark-rdds-dataframes-datasets-for-mixing-functional-relational-code2019-07-31https://aicouncil.com/talks-0/taming-the-deep-learning-workflow2022-04-29https://aicouncil.com/talks24/building-responsible-and-trustworthy-generative-ai-products-at-linkedin2024-01-26https://aicouncil.com/speaker/using-apache-arrow-calcite-and-parquet-to-build-a-relational-cache2021-11-03https://aicouncil.com/talks24/publishing-jupyter-notebooks-with-quarto2024-01-16https://aicouncil.com/talks/notebooks-as-functions-with-papermill2024-01-03https://aicouncil.com/talks/easy-scalable-fault-tolerant-stream-processing-with-structured-streaming-in-apache-spark2024-01-03https://aicouncil.com/talks/time-to-rethink-data-management-for-machine-learning2024-01-03https://aicouncil.com/talks/a-deep-dive-into-the-dbt-manifest2024-01-03https://aicouncil.com/talks-0/ai-cram-session2025-02-10https://aicouncil.com/talks25/the-future-roadmap-for-the-composable-data-stack2025-11-30https://aicouncil.com/talks26/iker-martinez-easy-access-to-data-with-presto2026-03-09https://aicouncil.com/talks26/gdpr-discover-the-main-challenges-considerations2026-03-09https://aicouncil.com/talks24/the-future-roadmap-for-the-composable-data-stack2024-01-16https://aicouncil.com/talks25/the-future-of-data-science-in-the-media2025-11-30https://aicouncil.com/talks24/building-real-time-data-pipelines-made-easy-with-structured-streaming-in-apache-spark2024-01-16https://aicouncil.com/talks-archive/automating-machine-learning2019-07-31https://aicouncil.com/talks-0/a-machine-learning-approach-to-optimize-prices-during-clearance-sales-at-mango2022-04-29https://aicouncil.com/speakers-archive/ram-sriharsha2024-02-28https://aicouncil.com/talks25/lean-engineering-sf202025-11-30https://aicouncil.com/talks25/intrinsic-autoregressive-models-in-stan2025-11-30https://aicouncil.com/talks-0/using-r-in-a-mid-sized-data-analysis-scenario2022-04-29https://aicouncil.com/talks24/building-a-better-world-with-ai-one-architectural-drawing-at-a-time2024-01-16https://aicouncil.com/talks24/if-you-cant-measure-it-you-cant-ship-it-how-to-build-ai-evals-that-actually-work2026-03-14https://aicouncil.com/talks26/streaming-cdc-data-from-postgresql-to-snowflake-challenges-and-solutions2026-03-09https://aicouncil.com/speaker/automl-the-assembly-line-of-machine-learning2021-11-03https://aicouncil.com/profile/sean-anderson2019-03-14https://aicouncil.com/blog/fighting-fraud-in-cryptocurrency-using-machine-learninghttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-01-25https://aicouncil.com/speakers-archive/kyle-eaton2021-11-02https://aicouncil.com/speakers-archive/jeffrey-chou2023-02-02https://aicouncil.com/speaker/a-multi-armed-bandit-framework-for-recommendations-at-netflix2021-11-03https://aicouncil.com/talks25/real-time-analytics-for-small-data-teams2025-11-30https://aicouncil.com/talks/the-future-of-data-engineering-from-unstructured-to-structured-in-an-agentic-data-era2025-02-10https://aicouncil.com/talks/bighead-airbnbs-end-to-end-machine-learning-platform2024-01-03https://aicouncil.com/profile/mark-mcquade2026-03-14https://aicouncil.com/talks-0/data-processing-with-apache-beam-towards-portability-and-beyond2022-04-29https://aicouncil.com/talks-0/is-kubernetes-a-database2024-01-27https://aicouncil.com/speakers-archive/ben-rogojan2023-02-14https://aicouncil.com/talks26/track-host-data-analytics2026-03-09https://aicouncil.com/speakers-archive/shreya-rajpal2025-02-03https://aicouncil.com/talks/systematic-llm-prompt-optimization-with-dspy-and-databricks2026-03-27https://aicouncil.com/speakers/amiraj-dhawan2025-12-02https://aicouncil.com/speakers-archive/brenna-buuck2024-01-04https://aicouncil.com/speakers-archive/praneeth-vepakomma2019-12-06https://aicouncil.com/talks-archive/making-decisions-in-high-dimensions2019-07-31https://aicouncil.com/talks/from-flat-files-to-deconstructed-database-the-evolution-and-future-of-the-big-data-ecosystem2024-01-03https://aicouncil.com/talks-archive/building-a-self-service-platform-for-continuous-real-time-feature-generation-for-machine-learning2019-10-17https://aicouncil.com/speakers-archive/jordi-mir%C3%B3-bruix2019-12-06https://aicouncil.com/speakers-archive/gregory-larson2023-03-03https://aicouncil.com/speaker-bio/mark-weiss2019-02-25https://aicouncil.com/talks-0/bighead-airbnbs-end-to-end-machine-learning-platform2022-04-29https://aicouncil.com/talks26/core-data-science-nyc-192026-03-09https://aicouncil.com/talks-archive/experiencing-data-as-code-with-dremio-arctic-and-apache-iceberg2023-02-22https://aicouncil.com/how-to-leverage-multiple-analytics-engines-and-not-lose-track-of-your-datahttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Startups/Raghu%20Murthy.pngRaghuMurthyRaghuMurthyhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-05-21https://aicouncil.com/speaker/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processing-snlp-sergio-martinez2021-11-03https://aicouncil.com/data-access-for-data-sciencehttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Jacques%20Nadeau%20Dremio.pngJacquesNadeauDremioJacquesNadeauDremio2018-06-26https://aicouncil.com/talks/data-mesh-buzzword-or-the-right-guide-towards-a-tactical-recipe-to-improve-event-data-quality2025-04-17https://aicouncil.com/spark-streaming-and-kafka-workshophttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/DataEngConf/SF17/Workshops/Trainers/Ronak_Nathani.jpgRonakNathaniRonakNathani2018-01-30https://aicouncil.com/talks/to-get-the-value-ditch-the-hype2024-01-03https://aicouncil.com/talks26/rethinking-transportation-in-cities-making-traffic-smarter-through-optimization-and-location-intelligence2026-03-09https://aicouncil.com/talks24/building-a-recursive-bigquery-mapper2024-01-16https://aicouncil.com/talks24/feed-the-alligators-with-the-lights-on-how-data-engineers-can-see-who-really-uses-data2024-01-16https://aicouncil.com/speakers-archive/saif-ur-rehman2025-01-13https://aicouncil.com/talks25/how-to-change-a-city-with-data-science2025-11-30https://aicouncil.com/speaker-bio/vinoth-chandar2019-02-25https://aicouncil.com/talks24/emotion-recognition-in-images-and-text2024-01-16https://aicouncil.com/speaker/fast-effective-natural-language-understanding2021-11-03https://aicouncil.com/talks/processing-geographic-data-at-internet-scale2024-01-03https://aicouncil.com/speakers/brace-sproul2026-03-01https://aicouncil.com/speakers/carl-gold2025-12-02https://aicouncil.com/talks24/the-history-and-anatomy-of-apache-superset2024-01-16https://aicouncil.com/talks24/agents-will-need-trillions-of-databases.-lets-give-it-to-them2026-02-25https://aicouncil.com/talks25/how-investors-think-about-data2025-11-30https://aicouncil.com/talks/democratizing-data-with-the-clover-transform-framework2024-01-03https://aicouncil.com/talks25/more-than-a-vibe-ai-driven-sql-that-actually-works2025-11-30https://aicouncil.com/speakers-archive/alyssa-ransbury2020-02-26https://aicouncil.com/talks-archive/causal-inference-making-the-right-intervention2019-07-31https://aicouncil.com/speakers-archive/darren-mccleary2019-12-06https://aicouncil.com/talks/building-blocks-reusing-queries-in-semantic-data-modeling2025-02-10https://aicouncil.com/speaker-bio/jonathan-lenaghan2019-02-25https://aicouncil.com/talks26/discovering-data-insights-through-neural-networks2026-03-09https://aicouncil.com/talks-0/automating-machine-learning2022-04-29https://aicouncil.com/talks25/the-middle-ground-balancing-batch-and-real-time-processing-in-a-data-lakehouse2025-11-30https://aicouncil.com/speakers/aron-pettersson2025-12-02https://aicouncil.com/speakers/kyle-eaton2025-12-02https://aicouncil.com/talks24/ai-launchpad-2025-nao2025-03-18https://aicouncil.com/talks26/enabling-full-stack-data-scientists-at-stitch-fix2026-03-09https://aicouncil.com/blog/data-council-2025-meet-the-track-hostshttps://www.datacouncil.ai/hubfs/1595250837905.jpg15952508379051595250837905https://www.datacouncil.ai/hubfs/Screen%20Shot%202024-12-03%20at%201.27.55%20PM.pngScreenShot20241203at12755PMScreenShot20241203at12755PMhttps://www.datacouncil.ai/hubfs/Scott%20Breitenother.jpgScottBreitenotherScottBreitenotherhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/1576166558584.jpg15761665585841576166558584https://www.datacouncil.ai/hubfs/1673390509912.jpg16733905099121673390509912https://www.datacouncil.ai/hubfs/1548976569056.jpg15489765690561548976569056https://www.datacouncil.ai/hubfs/1675137417032.jpg16751374170321675137417032https://www.datacouncil.ai/hubfs/Meet%20Track%20Hosts.pngMeetTrackHostsMeetTrackHostshttps://www.datacouncil.ai/hubfs/Shawn%20(Swyx)%20Wang.jpgShawnSwyxWangShawnSwyxWanghttps://www.datacouncil.ai/hubfs/1639081941498.jpg163908194149816390819414982024-12-06https://aicouncil.com/speakers/kirit-basu2025-12-02https://aicouncil.com/profile/ruben-kogel2019-03-14https://aicouncil.com/blog/data-council-december-2024-newsletterhttps://www.datacouncil.ai/hubfs/Early%20Bird.pngEarlyBirdEarlyBirdhttps://www.datacouncil.ai/hubfs/Spencer%20Kimball.pngSpencerKimballSpencerKimballhttps://www.datacouncil.ai/hubfs/dec-2024-newsletter.pngdec2024newsletterdec2024newsletterhttps://www.datacouncil.ai/hubfs/llamaindex.pngllamaindexllamaindexhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12024-12-17https://aicouncil.com/profile/michael-eastham2024-01-04https://aicouncil.com/speaker-bio/soups-ranjan2019-02-25https://aicouncil.com/talks25/building-a-reliable-secure-and-efficient-event-ingestion-pipeline2025-11-30https://aicouncil.com/talks-archive/how-to-make-marketing-fall-in-love-with-data-modeling2023-01-21https://aicouncil.com/profile/juliana-freire2019-11-07https://aicouncil.com/speakers-archive/vivek-kaushal2020-01-23https://aicouncil.com/speaker-bio/justin-coffey2019-02-25https://aicouncil.com/speakers/yury-izrailevsky2026-03-31https://aicouncil.com/profile/arun-kejariwal2019-03-14https://aicouncil.com/profile/clare-gollnick2021-12-18https://aicouncil.com/talks/mesa-building-a-personalized-messaging-system-at-netflix2024-01-03https://aicouncil.com/talks-archive/how-spotify-distills-terabytes-of-raw-data-into-meaningful-music-recommendations2019-07-31https://aicouncil.com/talks/putting-data-to-work-for-global-urban-development2025-02-10https://aicouncil.com/talks25/architecting-the-data-lake-how-to-ensure-that-your-etl-pipelines-deliver-high-quality-data2025-11-30https://aicouncil.com/talks/intrinsic-autoregressive-models-in-stan2024-01-03https://aicouncil.com/profile/ryan-williams2019-03-14https://aicouncil.com/speakers-archive/joan-albert-descofet2019-12-06https://aicouncil.com/talks26/how-spotify-distills-terabytes-of-raw-data-into-meaningful-music-recommendations2026-03-09https://aicouncil.com/speakers-archive/eric-hanson2019-12-06https://aicouncil.com/speaker/creating-an-extensible-big-data-platform2021-11-03https://aicouncil.com/talks24/practical-solutions-for-annoying-machine-learning-problems2024-01-16https://aicouncil.com/talks24/innovating-on-software-development2024-01-16https://aicouncil.com/talks24/building-real-time-analytics-applications-using-apache-pinot-a-case-study-of-linkedin2024-01-16https://aicouncil.com/talks-archive/fast-ai-search-on-object-storage-1-trillion-scale2026-02-18https://aicouncil.com/define-once-evaluate-anywhere-building-repeatable-and-correct-features-at-stripehttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Kelley%20Rivoire.pngKelleyRivoireKelleyRivoirehttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2018-06-13https://aicouncil.com/speakers/daniel-galron2025-12-02https://aicouncil.com/speakers/claire-gouze2025-12-02https://aicouncil.com/talks-0/scaling-up-your-pandas-workflows-with-modin2022-04-29https://aicouncil.com/talks26/measure-what-matters-measurement-strategies-for-the-mobile-age2026-03-09https://aicouncil.com/speakers-archive/george-matthew2022-02-01https://aicouncil.com/talks/agentic-architecture-to-reduce-decision-paralysis2024-03-14https://aicouncil.com/talks-archive/dynamic-pricing-and-marketplace-health2019-07-31https://aicouncil.com/speakers/souvik-ghosh2025-12-02https://aicouncil.com/talks-0/time-series-prediction-with-tensorflow2022-04-29https://aicouncil.com/talks-0/the-future-of-data-engineering-in-a-post-ai-world2024-02-21https://aicouncil.com/talks24/swimming-in-the-data-river-or-when-streaming-analytics-isnt2024-01-16https://aicouncil.com/speakers/montana-low2025-12-02https://aicouncil.com/talks/evolution-of-data-ingestion-and-product-instrumentation-at-prezi2024-01-03https://aicouncil.com/talks24/making-friends-with-generative-models2024-01-16https://aicouncil.com/talks25/reducing-flight-delays-with-kubernetes-and-tensorflow2025-11-30https://aicouncil.com/talks25/mlops-for-machine-learning-sustainability-scalability-and-governance2025-11-30https://aicouncil.com/speaker-bio/genevieve-smith2019-02-25https://aicouncil.com/talks26/from-twilio-to-propel-building-real-time-customer-facing-analytics-at-scale2026-03-09https://aicouncil.com/speakers-archive/parminder-singh2026-02-25https://aicouncil.com/talks/the-history-and-anatomy-of-apache-superset2024-01-03https://aicouncil.com/profile/vik-korrapati2026-02-18https://aicouncil.com/talks/beyond-spark-rdds-dataframes-datasets-for-mixing-functional-relational-code2024-01-03https://aicouncil.com/talks/scaling-a-data-pipeline-mystery-to-mastery2024-01-03https://aicouncil.com/talks-0/automatically-fix-data-issues-label-errors-in-most-ml-datasets2023-01-31https://aicouncil.com/blog/redshift-versus-snowflake-versus-bigquery-/-part-1-performancehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-02https://aicouncil.com/talks26/if-you-cant-measure-it-you-cant-ship-it-how-to-build-ai-evals-that-actually-work2026-03-14https://aicouncil.com/talks/mlops-for-league-of-legends-heimerdinger-toolbelt2024-01-03https://aicouncil.com/profile/tamas-nemeth2019-08-19https://aicouncil.com/talks24/look-ma-no-data-warehouse2025-03-31https://aicouncil.com/profile/glauber-costa2026-02-25https://aicouncil.com/talks-archive/bringing-accuracy-and-predictability-to-softwares-most-intractable-problem-forecasting-development-timelines-and-on-time-delivery2023-12-19https://aicouncil.com/talks25/bringing-accuracy-and-predictability-to-softwares-most-intractable-problem-forecasting-development-timelines-and-on-time-delivery2025-11-30https://aicouncil.com/speaker-bio/liana-napalkova2019-02-25https://aicouncil.com/talks26/what-comes-after-deep-learning2026-03-09https://aicouncil.com/talks26/building-efficient-ml-pipelines-and-responsible-ai-solutions2026-03-09https://aicouncil.com/speaker/real-time-data-pipelines-made-easy-with-structured-streaming-in-apache-spark2021-11-03https://aicouncil.com/talks-archive/automl-the-assembly-line-of-machine-learning2019-07-31https://aicouncil.com/talks/innovating-with-open-generative-ai2024-01-03https://aicouncil.com/profile/david-aronchick2021-10-19https://aicouncil.com/talks24/instant-preview-mode-real-time-feedback-to-make-sql-data-exploration-fly2025-02-10https://aicouncil.com/profile/mingsheng-hong2022-03-09https://aicouncil.com/talks24/chatbots-at-nestle-improving-performance-on-intent-detection2024-01-16https://aicouncil.com/talks26/machine-learning-for-brain-health-and-understanding-at-starlab-neuroscience2026-03-09https://aicouncil.com/talks-archive/building-data-tools-that-work2019-07-31https://aicouncil.com/talks-0/the-data-infra-behind-zillows-3x-growth-in-experiment-volume2023-02-14https://aicouncil.com/talks/news-in-the-age-of-algorithmic-recommendation2024-01-03https://aicouncil.com/talks/building-influxdb-3-core-a-real-time-columnar-db-and-data-processor-on-object-storage2025-02-10https://aicouncil.com/talks/multi-modal-compute-for-data-analytics2025-02-10https://aicouncil.com/profile/josh-curl2025-03-06https://aicouncil.com/profile/paul-beaumont2019-06-04https://aicouncil.com/talks24/news-in-the-age-of-algorithmic-recommendation2024-01-16https://aicouncil.com/talks/keynote-data-meets-intelligence-where-the-data-infra-ai-stack-converge2025-03-31https://aicouncil.com/talks25/what-is-a-dataset-emerging-core-concepts-in-the-modern-data-stack2025-11-30https://aicouncil.com/democratizing-metric-definition-and-discovery-at-airbnbhttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Lauren%20Chircus.pngLaurenChircusLaurenChircushttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologo2018-06-05https://aicouncil.com/talks-0/designing-for-life-or-death-building-data-products-for-biopharma-operations-with-fathom2022-04-29https://aicouncil.com/speakers/lauren-reeder2025-12-02https://aicouncil.com/talks25/peloton-the-self-driving-database-management-system2025-11-30https://aicouncil.com/speakers-archive/mark-weiss2019-12-06https://aicouncil.com/talks-0/why-we-defined-a-metalanguage-for-sql2022-04-29https://aicouncil.com/speakers/ion-stoica2025-12-02https://aicouncil.com/talks/a-quick-tour-of-the-orchest-oss-project2024-01-03https://aicouncil.com/talks/no-more-bs-how-and-when-to-really-leverage-ai2025-02-10https://aicouncil.com/speaker/how-to-do-segmentation-right-a-practical-guide-for-data-scientists2021-11-03https://aicouncil.com/anomaly-detection-for-data-quality-and-metric-shifts-at-netflixhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Laura_Pruitt_Netflix_DataEngConf.pngLauraPruittNetflixDataEngConfLauraPruittNetflixDataEngConf2017-09-20https://aicouncil.com/talks-0/data-and-ai-in-construction2022-04-29https://aicouncil.com/speaker-bio/68028363322019-02-25https://aicouncil.com/talks-archive/designing-for-life-or-death-building-data-products-for-biopharma-operations-with-fathom2021-12-18https://aicouncil.com/speakers-archive/brace-sproul2026-03-01https://aicouncil.com/speakers/malte-sandstede2025-12-02https://aicouncil.com/talks-0/data-mesh-the-next-stage-in-the-evolution-from-time-share-to-data-share2024-01-17https://aicouncil.com/talks/ray-a-framework-for-scaling-and-distributing-python-ml-applications2024-01-03https://aicouncil.com/speaker-bio/burak-yavuz2019-02-25https://aicouncil.com/talks/computer-vision-in-space2024-01-03https://aicouncil.com/talks/scalable-and-sustainable-feature-engineering-with-hamilton2024-01-03https://aicouncil.com/talks26/empowering-data-teams-a-step-by-step-playbook-for-leads-and-managers2026-03-09https://aicouncil.com/talks-0/agents-will-need-trillions-of-databases.-lets-give-it-to-them2026-02-25https://aicouncil.com/talks25/multi-modal-compute-for-data-analytics2025-11-30https://aicouncil.com/speaker/evolving-stitch-fix-data-platform-for-data-lineage2021-11-03https://aicouncil.com/talks24/from-scaling-to-observability-solving-key-challenges-for-distributed-ml-with-ray2025-02-10https://aicouncil.com/talks25/a-machine-learning-approach-to-optimize-prices-during-clearance-sales-at-mango2025-11-30https://aicouncil.com/talks-archive/how-to-build-a-responsible-ai-practice2020-02-28https://aicouncil.com/talks-archive/hoodie-an-open-source-incremental-processing-framework-from-uber2019-07-31https://aicouncil.com/profile/arun-krishnaswamy2019-04-07https://aicouncil.com/speaker-bio/tarush-aggarwal2019-02-25https://aicouncil.com/speakers-archive/polong-lin2019-12-06https://aicouncil.com/speakers-archive/wes-mckinney2019-12-06https://aicouncil.com/speakers-archive/justin-coffey2019-12-06https://aicouncil.com/talks26/building-a-music-analytics-pipeline-at-pandora2026-03-09https://aicouncil.com/talks24/latency-is-the-mind-killer-its-time-to-reimagine-data-interactions2024-01-16https://aicouncil.com/talks-0/fast-effective-natural-language-understanding2022-04-29https://aicouncil.com/talks/change-data-streaming-patterns-with-debezium-apache-flink2024-01-03https://aicouncil.com/speakers/liwei-mao2025-12-02https://aicouncil.com/talks/how-open-frontier-labs-actually-train-their-models2026-02-18https://aicouncil.com/talks/keynote-the-deconstructed-database-and-the-advent-of-the-open-data-lake2025-02-10https://aicouncil.com/talks-archive/from-twilio-to-propel-building-real-time-customer-facing-analytics-at-scale2024-01-12https://aicouncil.com/talks26/materializedbt-streaming-for-the-modern-data-stack2026-03-09https://aicouncil.com/talks-0/like-legos-but-better-an-interactive-workshop-on-the-building-blocks-of-user-segmentation-with-reverse-etl2023-02-05https://aicouncil.com/talks/towards-human-ai-teaming-intelligence-ecosystems-to-tackle-high-stakes-use-cases2024-01-03https://aicouncil.com/interactive-exploratory-analytics-with-druidhttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Fangjin_Yang_Imply_DataEngConf.pngFangjinYangImplyDataEngConfFangjinYangImplyDataEngConf2017-09-20https://aicouncil.com/profile/daniel-van-der-ende2019-10-28https://aicouncil.com/talks26/systematic-llm-prompt-optimization-with-dspy-and-databricks2026-03-27https://aicouncil.com/talks-0/data-should-be-invisible2025-03-05https://aicouncil.com/talks24/ottobot-productionizing-llm-models2024-03-01https://aicouncil.com/talks26/tactical-data-engineering2026-03-09https://aicouncil.com/talks25/architecting-low-latency-schema-less-sql-engine2025-11-30https://aicouncil.com/talks24/hazardous-models-and-risk-mitigation-in-real-estate2024-01-16https://aicouncil.com/speaker/scale-processes-not-people-how-data-teams-do-more-with-less-by-adopting-software-engineering-best-practices2021-11-03https://aicouncil.com/talks-0/creating-self-service-high-velocity-data-cultures2023-01-13https://aicouncil.com/speakers/dylan-perez-neider2025-12-02https://aicouncil.com/talks-0/what-data-practitioners-need-to-know-about-data-privacy2024-03-14https://aicouncil.com/speakers/edwin-ong2025-12-02https://aicouncil.com/talks26/responsible-ai-model-interpretability-and-fairness2026-03-09https://aicouncil.com/blog/how-histograms-can-help-improve-your-ops-monitoringhttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12018-04-13https://aicouncil.com/talks25/valid-inference-after-model-selection-and-the-selectiveinference-package2025-11-30https://aicouncil.com/speaker-bio/ozgun-erdogan2019-02-25https://aicouncil.com/talks-archive/how-to-unlock-enterprise-value-by-training-your-own-language-models2026-02-18https://aicouncil.com/talks26/bridging-the-ai-implementation-gap-strategies-for-embedding-data-professionals-with-business-units2026-03-09https://aicouncil.com/speakers/iaroslav-zeigerman2025-12-02https://aicouncil.com/talks24/building-an-ml-experimentation-platform-for-easy-reproducibility2024-01-16https://aicouncil.com/talks/apache-kafka-and-the-rise-of-stream-processing2024-01-03https://aicouncil.com/profile/elias-defaria2024-03-26https://aicouncil.com/talks-archive/evolving-data-pipelines-at-scale2024-01-23https://aicouncil.com/speakers/seth-wiesman2025-12-02https://aicouncil.com/talks24/democratizing-analytics-via-self-service-netflix-games-edition2026-02-25https://aicouncil.com/profile/soheil-koushan2024-02-28https://aicouncil.com/speakers-archive/addison-huddy2019-12-06https://aicouncil.com/profile/alexander-kudryashov2019-08-19https://aicouncil.com/talks24/timescaledb-rearchitecting-a-sql-database-for-time-series-data2024-01-16https://aicouncil.com/talks-archive/openais-responses-api-a-new-foundation-for-building-with-models-tools2025-03-13https://aicouncil.com/talks/publishing-jupyter-notebooks-with-quarto2024-01-03https://aicouncil.com/blog/data-science-in-the-mediahttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12017-12-27https://aicouncil.com/talks24/computer-vision-ai-to-disrupt-digital-advertising2024-01-16https://aicouncil.com/talks25/stop-obsessing-about-data-infrastructure2025-11-30https://aicouncil.com/talks26/case-studies-from-a-methodologist-on-an-experimentation-platform2026-03-09https://aicouncil.com/talks-0/the-end-of-data-governance-as-we-know-it2024-01-27https://aicouncil.com/speakers-archive/matt-forrest2023-01-20https://aicouncil.com/data-for-the-99-percenthttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Benn_Stancil_ModeAnalytics_DataEngConf.pngBennStancilModeAnalyticsDataEngConfBennStancilModeAnalyticsDataEngConf2017-09-20https://aicouncil.com/talks25/beyond-the-ai-pilot-a-framework-for-building-systems-that-actually-deliver2026-03-31https://aicouncil.com/speaker/writing-correct-data-analysis-code2021-11-03https://aicouncil.com/new-blog/december-2024-top-ten-by-dagster-labshttps://www.datacouncil.ai/hubfs/spencer-kimball-podcast.pngspencerkimballpodcastspencerkimballpodcasthttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo12025-02-14https://aicouncil.com/speaker-bio/juan-carlos-castro2019-02-25https://aicouncil.com/talks/genai-and-datacomp-creating-the-largest-public-multimodal-dataset-in-academia2024-03-09https://aicouncil.com/talks-0/enterprise-data-science-comes-of-age2022-04-29https://aicouncil.com/speakers/alec-bialosky2025-12-02https://aicouncil.com/building-21st-century-data-science-and-data-engineering-teamshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Polong_Lin_IBM.pngPolongLinIBMPolongLinIBMhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-09-20https://aicouncil.com/speakers-archive/chaoyu-yang2021-12-18https://aicouncil.com/talks24/reducing-student-loans-with-bot-powered-humans2024-01-16https://aicouncil.com/profile/guozhang-wang2019-03-14https://aicouncil.com/talks/spark-dask-duckdb-polars-benchmarks-at-scale2024-01-17https://aicouncil.com/speakers/jim-klucar2025-12-02https://aicouncil.com/talks26/how-to-ensure-your-model-does-not-drift-from-human-in-the-loop-concept-to-building-fully-adaptive-ml-models-using-crowdsourcing2026-03-09https://aicouncil.com/talks24/foundations-for-a-multi-modal-lakehouse-for-ai2024-01-17https://aicouncil.com/speakers-archive/jan-soubusta2024-02-08https://aicouncil.com/speakers-archive/isabella-tromba2021-12-22https://aicouncil.com/talks-0/the-file-system-is-all-you-need2026-03-01https://aicouncil.com/talks-archive/productizing-structural-models2019-07-31https://aicouncil.com/talks26/building-data-tools-that-work2026-03-09https://aicouncil.com/talks-0/ai-farming-100x-the-yield-with-a-data-team-of-12022-04-29https://aicouncil.com/speakers-archive/beto-ferreira-de-almeida2025-03-05https://aicouncil.com/talks26/systemml-spark-a-framework-for-scalable-data-science-algorithm-development2026-03-09https://aicouncil.com/profile/masha-danilenko2019-10-01https://aicouncil.com/talks/running-enterprise-agents-in-production-architecture-and-secure-execution-models2026-02-18https://aicouncil.com/taming-the-deep-learning-workflowhttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/SF18%20Speakers/colored/Evan%20Sparks.pngEvanSparksEvanSparkshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2018-04-24https://aicouncil.com/speaker-bio/wes-mckinney2019-02-25https://aicouncil.com/talks24/the-right-stuff-lessons-learned-from-a-decade-of-data-engineering2024-01-16https://aicouncil.com/speakers/bart-palmer2025-12-02https://aicouncil.com/talks24/predictive-modeling-on-its-head-a-pipeline-that-finds-cancer-asthma-and-hemophilia2024-01-16https://aicouncil.com/speakers/arun-krishnaswamy2025-12-02https://aicouncil.com/talks/look-ma-no-data-warehouse2025-03-31https://aicouncil.com/talks/the-software-architecture-of-wayups-job-recommender-system2024-01-03https://aicouncil.com/talks-0/building-automated-support-at-kickstarter2022-04-29https://aicouncil.com/talks-0/production-analytics-with-a-distributed-column-store2022-04-29https://aicouncil.com/speakers/tony-kau2025-12-02https://aicouncil.com/speakers-archive/alec-bialosky2023-01-31https://aicouncil.com/talks25/a-local-first-approach-to-extremely-fast-streaming-visualization2025-11-30https://aicouncil.com/talks25/machine-learning-and-the-sports-betting-industry2025-11-30https://aicouncil.com/talks25/michelangelo-gallery-scalable-machine-learning-model-management-at-uber2025-11-30https://aicouncil.com/talks26/building-a-lean-ai-startup-lessons-learned2026-03-09https://aicouncil.com/talks-0/its-about-time-an-introduction-to-timely-dataflow2022-04-29https://aicouncil.com/talks-0/data-reliability-engineering-a-new-approach-to-data-quality2022-04-29https://aicouncil.com/speakers/rupa-parameswaran2025-12-02https://aicouncil.com/blog/openlineagehttps://www.datacouncil.ai/hubfs/ai-council-logo-1.svgaicouncillogo1aicouncillogo1https://www.datacouncil.ai/hubfs/OpenLineage.jpegOpenLineageOpenLineage2021-02-02https://aicouncil.com/talks24/iggy-build-better-models-with-location-data2024-01-16https://aicouncil.com/speakers/sameer-yami2025-12-02https://aicouncil.com/talks26/data-contracts-accountable-data-quality2026-03-09https://aicouncil.com/talks-archive/track-host-data-organizations-ethics2019-09-20https://aicouncil.com/talks24/machine-learning-and-the-sports-betting-industry2024-01-16https://aicouncil.com/speakers/egor-gryaznov2025-12-02https://aicouncil.com/talks24/type-safe-data-processing-and-machine-learning-pipelines-with-flyte-and-pandera2024-01-16https://aicouncil.com/talks-archive/functional-data-engineering-a-set-of-best-practices2019-07-31https://aicouncil.com/talks25/tailor-s-look-what-you-made-me-do2025-11-30https://aicouncil.com/talks-archive/the-model-is-not-the-product2025-03-31https://aicouncil.com/speakers-archive/pranav-aurora2025-03-18https://aicouncil.com/talks25/computer-vision-ai-to-disrupt-digital-advertising2025-11-30https://aicouncil.com/speaker/building-automated-support-at-kickstarter2021-11-03https://aicouncil.com/talks/scaling-a-relational-database-for-the-cloud-age2024-01-03https://aicouncil.com/talks/bike-sharing-revenue-maximization2024-01-03https://aicouncil.com/speakers/pardis-noorzad2025-12-02https://aicouncil.com/talks24/building-influxdb-30-with-apache-arrow-datafusion-flight-and-parquet2024-01-16https://aicouncil.com/talks-archive/designing-engineering-a-viral-multi-model-ai-workflow-from-prototype-to-300k-users-in-two-weeks2025-03-10https://aicouncil.com/speakers-archive/allison-king2019-12-06https://aicouncil.com/talks-archive/causal-inference-methods-for-bridging-experiments-and-strategic-impact2025-02-20https://aicouncil.com/talks25/context-engineering-for-video-intelligence-beyond-model-scale-to-real-world-impact2026-03-31https://aicouncil.com/speakers/karina-gibert2025-12-02https://aicouncil.com/talks26/hoodie-an-open-source-incremental-processing-framework-from-uber2026-03-09https://aicouncil.com/speaker-bio/james-savage2019-02-25https://aicouncil.com/talks-0/the-middle-ground-balancing-batch-and-real-time-processing-in-a-data-lakehouse2025-02-14https://aicouncil.com/talks-archive/swimming-in-the-data-river-or-when-streaming-analytics-isnt2019-07-31https://aicouncil.com/talks/core-data-science-nyc-192024-01-03https://aicouncil.com/talks/get-ready-for-ml-level-up-your-data-lake-with-delta-and-lakefs2024-01-03https://aicouncil.com/talks24/scaling-up-spark-at-facebook-a-60tb-production-use-case2024-01-16https://aicouncil.com/talks-archive/the-secret-life-of-predictive-models2019-07-31https://aicouncil.com/talks-archive/core-data-science-nyc-192019-10-07https://aicouncil.com/talks-0/trinity-training-a-400b-moe-from-scratch-without-losing-your-mind2026-02-18https://aicouncil.com/talks/improving-search-with-natural-language-processing-and-deep-learning2024-01-03https://aicouncil.com/talks24/using-spatial-indexes-to-perform-geospatial-analytics-at-massive-scale2024-01-16https://aicouncil.com/talks24/the-file-system-is-all-you-need2026-03-01https://aicouncil.com/talks25/getting-roi-from-experimentation-how-ab-experimentation-plays-out-in-organizations2025-11-30https://aicouncil.com/speakers-archive/pedram-navid2023-03-21https://aicouncil.com/speaker-bio/asif-khalak2019-02-25https://aicouncil.com/profile/sid-anand2019-03-14https://aicouncil.com/talks/llms-semantic-layer-self-serve-has-entered-the-chat2024-01-03https://aicouncil.com/the-secret-life-of-predictive-modelshttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/keynote/Claudia-keynote.pngClaudiakeynoteClaudiakeynotehttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogo2017-11-09https://aicouncil.com/talks26/arguments-against-hand-labeling2026-03-09https://aicouncil.com/talks26/experiencing-data-as-code-with-dremio-arctic-and-apache-iceberg2026-03-09https://aicouncil.com/talks24/scaling-a-data-pipeline-mystery-to-mastery2024-01-16https://aicouncil.com/speakers-archive/chetan-sharma2021-10-20https://aicouncil.com/talks24/building-a-scalable-financial-data-store2024-01-16https://aicouncil.com/speakers/jergu%C5%A1-lejko2025-12-02https://aicouncil.com/talks-0/the-secret-life-of-predictive-models2022-04-29https://aicouncil.com/talks-0/hot-takes-and-tragic-mistakes-how-not-to-integrate-data-people-in-your-app-dev-team-workflows2023-01-13https://aicouncil.com/talks24/an-introduction-to-big-datas-unsung-hero-the-log2024-01-16https://aicouncil.com/talks-0/generative-ai-and-the-natural-language-interface-for-data2023-01-13https://aicouncil.com/talks-archive/mds-party-at-the-back-notebooks-at-the-front2022-03-20https://aicouncil.com/profile/chenyu-qiu2025-02-14https://aicouncil.com/talks-0/iker-martinez-easy-access-to-data-with-presto2022-04-29https://aicouncil.com/speakers/hiren-patel2025-12-02https://aicouncil.com/speakers/dash-desai2025-12-02https://aicouncil.com/speakers-archive/chris-clark2026-03-14https://aicouncil.com/talks-archive/track-host-hero-engineering-san-francisco-20182019-07-31https://aicouncil.com/talks24/improving-search-with-natural-language-processing-and-deep-learning2024-01-16https://aicouncil.com/talks-0/data-for-the-992022-04-29https://aicouncil.com/speakers/xavier-gumara-rigol2025-12-02https://aicouncil.com/speakers/vik-korrapati2026-02-18https://aicouncil.com/speakers/sergio-martinez-ortuno2025-12-02https://aicouncil.com/speakers/greg-johnson2025-12-02https://aicouncil.com/profile/robert-martin-short2026-03-27https://aicouncil.com/talks-archive/the-ai-data-scientist-isnt-a-software-engineer2026-02-18https://aicouncil.com/speakers/raffi-krikorian2025-12-02https://aicouncil.com/talks25/iggy-build-better-models-with-location-data2025-11-30https://aicouncil.com/talks/cloudquery-open-source-high-performance-cross-language-elt-framework-powered-by-apache-arrow2024-02-21https://aicouncil.com/talks-0/data-lineage-with-apache-airflow2022-04-29https://aicouncil.com/speakers/kashish-gupta2025-12-02https://aicouncil.com/profile/avni-agrawal2019-06-20https://aicouncil.com/talks26/a-data-engineering-approach-to-solving-problems2026-03-09https://aicouncil.com/talks-archive/streaming-analytics-with-dbt-the-fun-parts2023-01-21https://aicouncil.com/talks24/evolving-ai-laws-and-the-imperative-to-build-safe-compliant-and-risk-proof-ai2024-01-16https://aicouncil.com/speakers/marcel-kornacker2025-12-02https://aicouncil.com/talks26/oasis-data-analysis-platform-for-enterprise2026-03-09https://aicouncil.com/profile/greg-roodt2019-05-27https://aicouncil.com/speakers-archive/ashwin-ramesh2024-02-17https://aicouncil.com/talks26/making-moves-with-arrow-data-introducing-arrow-database-connectivity-adbc2026-03-09https://aicouncil.com/talks25/you-wont-believe-how-we-optimize-our-headlines2025-11-30https://aicouncil.com/abouthttps://www.datacouncil.ai/hubfs/DC-Logo%20Type_%20Invert(1).webpDCLogoTypeInvert1DCLogoTypeInvert1https://www.datacouncil.ai/hubfs/Backgrounds/SF18/peter-1.jpgpeter1peter12018-11-13https://aicouncil.com/speakers/sriram-vishwanath2026-03-14https://aicouncil.com/talks/scaling-up-spark-at-facebook-a-60tb-production-use-case2024-01-03https://aicouncil.com/talks-archive/the-power-of-low-latency-data-for-ai-apps2025-03-25https://aicouncil.com/speaker-bio/sanjay-krishnan2019-02-25https://aicouncil.com/talks25/effective-management-of-high-volume-numeric-data-with-histograms2025-11-30https://aicouncil.com/talks25/lessons-from-rl-systems-that-looked-fine-until-they-didnt2026-02-18https://aicouncil.com/speakers/swyx-shawn-wang2025-12-02https://aicouncil.com/talks26/making-friends-with-generative-models2026-03-09https://aicouncil.com/talks24/real-time-schema-discovery2024-01-16https://aicouncil.com/speakers-archive/sam-swift2019-12-06https://aicouncil.com/talks24/video-understanding-at-scale-deep-learning-in-a-serverless-infrastructure2024-01-16https://aicouncil.com/talks/building-llm-applications-with-llama-stack2025-03-13https://aicouncil.com/talks-0/track-host-data-science-ai-impact-on-business2022-04-29https://aicouncil.com/speakers-archive/daniel-myers2023-02-02https://aicouncil.com/speakers-archive/george-fraser2019-12-06https://aicouncil.com/talks24/building-a-1500-class-listing-categorizer-from-implicit-user-feedback2024-01-16https://aicouncil.com/talks-0/harel-datadog2026-03-31https://aicouncil.com/talks-archive/gdpr-discover-the-main-challenges-considerations2019-08-26https://aicouncil.com/speakers-archive/shubha-nabar2019-12-06https://aicouncil.com/talks26/beyond-next-token-prediction-joint-embeddings-world-models-and-why-natural-language-isnt-enough2026-03-14https://aicouncil.com/talks24/uncovering-the-potential-of-tensorflow-22024-01-16https://aicouncil.com/speakers/diogo-almeida2026-03-31https://aicouncil.com/talks25/an-introduction-to-big-datas-unsung-hero-the-log2025-11-30https://aicouncil.com/talks/lightning-talks2024-01-03https://aicouncil.com/speakers/gilberto-hernandez2025-12-02https://aicouncil.com/talks/building-a-flexible-data-platform-for-llm-training-data2024-01-08https://aicouncil.com/speakers/david-karam2025-12-02https://aicouncil.com/talks25/hot-or-not-trends-buzzwords-in-data2025-11-30https://aicouncil.com/speakers-archive/jacopo-tagliabue2026-02-25https://aicouncil.com/speaker-bio/omoju-miller2019-02-25https://aicouncil.com/profile/vignesh-chadramohan2025-01-23https://aicouncil.com/profile/evan-jones2019-04-08https://aicouncil.com/speakers-archive/samuel-colvin2025-02-14https://aicouncil.com/talks26/efficiently-storing-and-calculating-engagement-metrics-at-massive-scale2026-03-09https://aicouncil.com/talks25/scaling-data-products-under-startup-constraints-a-case-study-of-ml-bias-testing2025-11-30https://aicouncil.com/profile/marta-paes2024-01-01https://aicouncil.com/talks/keynote-guardrails-for-the-future-ai-safety-and-responsible-ai-in-practice2025-03-25https://aicouncil.com/talks26/forecasting-airbnbs-marketplace-with-a-causal-graph2026-03-09https://aicouncil.com/speakers-archive/abe-gong2019-12-06https://aicouncil.com/talks26/zipline-airbnbs-declarative-feature-engineering-framework2026-03-09https://aicouncil.com/speakers/isabella-tromba2025-12-02https://aicouncil.com/talks24/messy-data-and-reluctant-users-the-trouble-with-healthcare-data2024-01-16https://aicouncil.com/profile/gregory-larson2023-03-03https://aicouncil.com/speakers/jeremy-cohen2025-12-02https://aicouncil.com/talks24/what-happens-to-bi-in-an-ai-first-world2026-03-14https://aicouncil.com/speaker-bio/adam-kelleher2019-02-25https://aicouncil.com/talks-0/govern-your-data-clients-the-right-way-to-scale2023-03-06https://aicouncil.com/speakers-archive/ozgun-erdogan2019-12-06https://aicouncil.com/talks-archive/lessons-in-hiring-data-scientists2019-07-31https://aicouncil.com/profile/michael-bullington2024-03-09https://aicouncil.com/talks-0/dont-optimize-my-queries-optimize-my-data2022-04-29https://aicouncil.com/talks26/causal-inference-methods-for-bridging-experiments-and-strategic-impact2026-03-09https://aicouncil.com/profile/chris-alexiuk2026-02-18https://aicouncil.com/speakers/solomon-kahn2025-12-02https://aicouncil.com/talks24/leveraging-compute2024-01-16https://aicouncil.com/speakers-archive/jin-hyuk-chang2019-12-06https://aicouncil.com/talks-archive/a-101-in-time-series-analytics-with-apache-arrow-pandas-and-parquet2024-01-26https://aicouncil.com/talks/ai-powered-automation-supercharge-data-intensive-workflows-with-intelligent-agents2025-03-10https://aicouncil.com/speaker/looker-derived-tables-and-tactical-data-engineering2021-11-03https://aicouncil.com/profile/kaushik-iska2026-02-25https://aicouncil.com/talks26/creating-the-right-developer-community-for-your-company2026-03-09https://aicouncil.com/talks/rag-in-2025-state-of-the-art-and-the-road-forward-22026-01-12https://aicouncil.com/talks24/stop-looking-for-ai-spending-caps2026-02-25https://aicouncil.com/talks-archive/on-the-margins-insights-vs-reporting2019-07-31https://aicouncil.com/talks26/trimming-the-long-tail-of-production-model-ownership-at-hinge-2026-03-09https://aicouncil.com/speakers-archive/matthew-topol2023-01-31https://aicouncil.com/talks/define-once-evaluate-anywhere-building-repeatable-and-correct-features-at-stripe2024-01-03https://aicouncil.com/talks25/why-it-takes-billions-navigating-the-ai-landscape-with-openai-google-nvidia-and-everyone-else-with-billions-to-spare2025-11-30https://aicouncil.com/profile/ron-green2023-01-18https://aicouncil.com/talks-archive/democratizing-data-with-the-clover-transform-framework2019-07-31https://aicouncil.com/talks-0/a-new-era-of-applied-ai-how-to-accelerate-enterprise-adoption-of-ai-for-business-impact2023-01-13https://aicouncil.com/talks/the-middle-ground-balancing-batch-and-real-time-processing-in-a-data-lakehouse2025-02-14https://aicouncil.com/talks/data-in-privacy-out-data-streams-for-the-privacy-age-with-strm-privacy2024-01-03https://aicouncil.com/talks26/serverless-data-engineering-what-weve-learned-along-the-way2026-03-09https://aicouncil.com/profile/jean-trou2023-01-13https://aicouncil.com/talks26/converging-database-architectures-duckdb-in-postgresql2026-03-09https://aicouncil.com/profile/alp-kucukelbir2019-03-14https://aicouncil.com/talks24/incident-management-for-data-people2024-01-16https://aicouncil.com/speakers-archive/parker-thompson2019-12-06https://aicouncil.com/talks/practical-solutions-for-annoying-machine-learning-problems2024-01-03https://aicouncil.com/talks-0/building-a-scalable-real-time-data-pipeline2022-04-29https://aicouncil.com/speaker-bio/wes-chow2019-02-25https://aicouncil.com/talks-archive/creating-a-data-engineering-culture2019-07-31https://aicouncil.com/speakers-archive/evan-sparks2019-12-06https://aicouncil.com/talks/context-engineering-at-the-frontier2026-03-01https://aicouncil.com/talks-archive/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processing-snlp2019-07-31https://aicouncil.com/talks-archive/improving-search-with-natural-language-processing-and-deep-learning2019-09-11https://aicouncil.com/talks25/how-to-unlock-enterprise-value-by-training-your-own-language-models2026-02-18https://aicouncil.com/speakers-archive/itamar-novick2019-12-06https://aicouncil.com/speaker-bio/jonathan-roberts2019-02-25https://aicouncil.com/speakers/fernando-cucchietti2025-12-02https://aicouncil.com/talks26/data-warehouses-are-gilded-cages-what-comes-next2026-03-09https://aicouncil.com/speakers/yiqun-hu2025-12-02https://aicouncil.com/speaker-bio/68028363472019-02-25https://aicouncil.com/speakers/bryan-bischof2025-12-02https://aicouncil.com/talks-archive/the-future-of-guardrails2025-02-10https://aicouncil.com/talks-0/a-nation-of-immigrants-the-data-sciences2022-04-29https://aicouncil.com/talks26/fiddler-an-explainable-ai-engine2026-03-09https://aicouncil.com/talks26/how-data-physicalization-can-be-a-way-to-get-people-to-the-meaning-behind-the-raw-information2026-03-09https://aicouncil.com/talks-0/a-federated-information-infrastructure-that-works2022-04-29https://aicouncil.com/talks/vc-panel-the-present-future-of-data-oriented-startups-dataengconf-ny-162024-01-03https://aicouncil.com/talks-archive/building-automated-support-at-kickstarter2019-07-31https://aicouncil.com/speaker-bio/kenneth-sanford2019-02-25https://aicouncil.com/talks26/data-processing-with-apache-beam-towards-portability-and-beyond2026-03-09https://aicouncil.com/profile/avi-press2025-02-14https://aicouncil.com/talks25/running-effective-machine-learning-teams-common-issues-challenges-and-solutions2025-11-30https://aicouncil.com/talks25/ai-launchpad-2025-mooncake-labs2025-11-30https://aicouncil.com/talks24/creating-our-own-kubernetes-and-docker-to-run-our-data-infrastructure2024-01-16https://aicouncil.com/speakers-archive/george-mathew2023-03-28https://aicouncil.com/speakers/ce-zhang2025-12-02https://aicouncil.com/talks26/safely-streamlining-healthcare-policy-management-using-ideas-from-structured-natural-language-processing-snlp2026-03-09https://aicouncil.com/speaker/using-r-in-a-mid-sized-data-analysis-scenario2021-11-03https://aicouncil.com/speakers-archive/serhii-sokolenko2025-03-18https://aicouncil.com/talks24/one-explanation-does-not-fit-all-a-toolkit-and-taxonomy-of-ai-explainability-techniques2024-01-16https://aicouncil.com/talks26/the-modern-database-debate-postgresql-and-mongodb2026-03-09https://aicouncil.com/how-spotify-distills-terabytes-of-raw-data-into-meaningful-music-recommendationshttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/NYC17%20Speakers/gandalf-round.pnggandalfroundgandalfroundhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbg2017-12-07https://aicouncil.com/talks-0/building-a-reliable-secure-and-efficient-event-ingestion-pipeline2024-02-21https://aicouncil.com/talks-0/building-etl-infrastructure-that-analysts-love2022-04-29https://aicouncil.com/talks26/monarch-googles-planet-scale-streaming-monitoring-infrastructure2026-03-09https://aicouncil.com/profile/andreas-mueller2019-03-14https://aicouncil.com/talks24/the-missing-manual-everything-you-need-to-know-about-snowflake-optimization2024-01-16https://aicouncil.com/talks26/how-open-frontier-labs-actually-train-their-models2026-03-09https://aicouncil.com/talks25/like-legos-but-better-an-interactive-workshop-on-the-building-blocks-of-user-segmentation-with-reverse-etl2025-11-30https://aicouncil.com/talks-archive/text-to-sql-is-not-the-answer-how-to-effectively-use-ai-for-analytics2025-02-14https://aicouncil.com/talks-0/the-materialize-incremental-view-maintenance-engine2022-04-29https://aicouncil.com/talks-0/7-habits-to-build-ethical-ai2022-04-29https://aicouncil.com/speaker-bio/george-fraser2019-02-25https://aicouncil.com/speakers-archive/pierre-lacave2026-02-25https://aicouncil.com/talks/urgent-help-these-pets-find-homes-working-across-teams-in-datahub2024-01-03https://aicouncil.com/talks26/democratizing-analytics-via-self-service-netflix-games-edition2026-03-09https://aicouncil.com/talks24/scaling-a-relational-database-for-the-cloud-age2024-01-16https://aicouncil.com/talks-archive/the-future-of-data-science-in-the-media2019-07-31https://aicouncil.com/speakers-archive/danny-chiao2021-11-02https://aicouncil.com/talks24/optimization-and-contextual-bandits-at-stripe2024-01-16https://aicouncil.com/speakers-archive/miriah-peterson2024-01-26https://aicouncil.com/talks24/you-wont-believe-how-we-optimize-our-headlines2024-01-16https://aicouncil.com/profile/jim-klucar2019-03-14https://aicouncil.com/speakers-archive/alex-wood-doughty2024-01-04https://aicouncil.com/talks25/tackling-io-challenges-in-modern-data-lakes2025-11-30https://aicouncil.com/speaker/dont-optimize-my-queries-optimize-my-data2021-11-03https://aicouncil.com/talks25/how-to-build-a-streaming-database-in-three-challenging-steps2025-11-30https://aicouncil.com/speakers-archive/luis-remis2020-03-19https://aicouncil.com/talks-archive/the-trade-off-between-strict-validation-and-accepting-anything2019-07-31https://aicouncil.com/talks25/building-responsible-ai-best-practices-across-the-product-development-lifecycle2025-11-30https://aicouncil.com/speakers-archive/dj-patil2023-02-27https://aicouncil.com/speakers/tony-jebara2025-12-02https://aicouncil.com/talks-archive/stop-making-models-bigger.-make-them-behave2026-03-27https://aicouncil.com/talks26/using-r-in-a-mid-sized-data-analysis-scenario2026-03-09https://aicouncil.com/talks-0/the-right-stuff-lessons-learned-from-a-decade-of-data-engineering2022-04-29https://aicouncil.com/talks24/building-enterprise-agentic-rag-applications-with-reduced-hallucinations2025-02-20https://aicouncil.com/talks26/cloud-native-stream-processing2026-03-09https://aicouncil.com/talks-0/lessons-from-rl-systems-that-looked-fine-until-they-didnt2026-02-18https://aicouncil.com/profile/zachary-klein2023-01-26https://aicouncil.com/talks25/the-reality-of-building-a-modern-ai-data-stack2025-11-30https://aicouncil.com/talks25/building-enterprise-agentic-rag-applications-with-reduced-hallucinations2025-11-30https://aicouncil.com/talks25/one-explanation-does-not-fit-all-a-toolkit-and-taxonomy-of-ai-explainability-techniques2025-11-30https://aicouncil.com/speakers-archive/alexa-garrison2025-03-31https://aicouncil.com/talks-0/cloud-data-warehouse-benchmark-redshift-vs-snowflake-vs-bigquery2022-04-29https://aicouncil.com/talks/building-an-open-data-lake-house-using-trino-and-apache-iceberg2024-01-03https://aicouncil.com/talks-archive/billion-scale-vector-search-on-object-storage2025-02-10https://aicouncil.com/talks26/teamwork-makes-the-open-source-dream-work-the-power-of-cross-community-collaboration2026-03-09https://aicouncil.com/profile/jose-serrano2019-03-14https://aicouncil.com/talks25/data-science-and-analytics2025-11-30https://aicouncil.com/speakers/sean-taylor2025-12-02https://aicouncil.com/talks-archive/the-case-for-declarative-machine-learning2021-12-18https://aicouncil.com/speakers-archive/paco-valdez2024-02-08https://aicouncil.com/talks24/creating-an-extensible-big-data-platform2024-01-16https://aicouncil.com/speakers-archive/josh-schwartz2019-12-06https://aicouncil.com/talks-archive/unified-pipeline-architecture-the-evolution-of-data-processing-at-spotify2019-07-31https://aicouncil.com/talks/responsible-ai-model-interpretability-and-fairness2024-01-03https://aicouncil.com/speaker-bio/addison-huddy2019-02-25https://aicouncil.com/talks25/ai-is-going-to-break-your-data-platform-are-you-ready2025-11-30https://aicouncil.com/speaker/hindsight-bias-how-to-deal-with-label-leakage-at-scale2021-11-03https://aicouncil.com/talks-archive/predictive-auto-scaling-at-mongodb2024-01-26https://aicouncil.com/talks-0/how-to-properly-evaluate-your-ml-model2023-01-13https://aicouncil.com/speakers/dennis-hume2025-12-02https://aicouncil.com/talks26/fighting-churn-with-data2026-03-09https://aicouncil.com/talks26/building-high-performance-recommender-systems-with-feature-stores2026-03-09https://aicouncil.com/profile/fangjin-yang2019-03-14https://aicouncil.com/talks26/getting-real-time-when-to-move-from-batch-to-streaming-and-how-to-do-it-without-hiring-an-entirely-new-team2026-03-09https://aicouncil.com/talks26/multi-modal-compute-for-data-analytics2026-03-09https://aicouncil.com/talks-archive/oramacore-a-search-database-with-llms-built-in2025-03-31https://aicouncil.com/talks26/taming-the-deep-learning-workflow2026-03-09https://aicouncil.com/profile/alex-martin2024-01-27https://aicouncil.com/talks25/the-end-of-history-convergence-of-batch-and-realtime-data-technologies2025-11-30https://aicouncil.com/talks-archive/trillion-is-the-new-billion-managing-really-large-multimodal-datasets-for-ai2026-03-14https://aicouncil.com/talks-0/building-a-lean-ai-startup-lessons-learned2022-04-29https://aicouncil.com/speakers-archive/avik-basu2026-03-14https://aicouncil.com/talks-0/murron-reliable-logging-pipeline2022-04-29https://aicouncil.com/profile/eno-reyes2025-02-03https://aicouncil.com/talks25/real-time-sql-stream-processing-at-scale-with-apache-kafka-and-ksql2025-11-30https://aicouncil.com/profile/francesca-lazzeri2021-12-08https://aicouncil.com/profile/jared-polivka2019-03-14https://aicouncil.com/twitter-heron-the-path-towards-elastic-streaminghttps://www.datacouncil.ai/hubfs/Logos/logo.pnglogologohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Avrilia_Floratou_Microsoft_DataEngConf.pngAvriliaFloratouMicrosoftDataEngConfAvriliaFloratouMicrosoftDataEngConfhttps://www.datacouncil.ai/hubfs/Backgrounds/geo-abstract-black-bg.jpggeoabstractblackbggeoabstractblackbghttps://www.datacouncil.ai/hubfs/Logos/hakka-labs-logo.pnghakkalabslogohakkalabslogohttps://www.datacouncil.ai/hubfs/DataEngConf/SF17/Speakers/Ashvin_Agrawal_Microsoft_DataEngConf.pngAshvinAgrawalMicrosoftDataEngConfAshvinAgrawalMicrosoftDataEngConf2017-09-20https://aicouncil.com/talks24/cloud-based-practices-for-effective-data-science-at-scale2024-01-16https://aicouncil.com/talks/cloud-native-stream-processing2024-01-03https://aicouncil.com/talks24/accelerating-single-cell-bioinformatics-with-n-dimensional-arrays-in-the-cloud2024-01-16https://aicouncil.com/profile/scott-truitt2022-12-06