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Fireside Chat

Fireside Chat: Apache Iceberg in Production

Details

  • Date:

    October 30, 2025

  • Time:

    On-demand

  • Duration:

    58 mins

Summary

A candid CTO-to-CTO conversation exploring how Apache Iceberg is reshaping real-world data engineering. Jacopo Tagliabue (Bauplan) and Shubham Satish Baldava (OLake) compare notes on CDC pipelines, treating data like code, and the operational lessons that make Iceberg deployments succeed.

  • Pain points in production environments and the gaps in existing tooling
  • CDC pipeline design, parallel processing techniques, and performance considerations
  • Treating data like code with branching, testing, and controlled deployments
  • Deletion vectors, REST catalogs, and why Iceberg V3 changes how teams operate
  • Real challenges, benchmarks, and lessons learned while scaling data infrastructure
  • Roadmaps that combine ML and analytics requirements on a single Iceberg foundation
  • Practical tips for tackling implementation snags and improving developer velocity
  • Audience Q&A touching on architecture trade-offs and day-two operations

Hosted By

  • Jacopo Tagliabue's profile picture

    Jacopo Tagliabue

    Co-founder & CTO, Bauplan

    Jacopo leads the technical strategy at Bauplan where he helps teams bring machine learning and analytics into production faster. He previously built the AI platform at Coveo, authored multiple papers on applied ML, and mentors startups on data platform design.

  • Shubham Satish Baldava's profile picture

    Shubham Satish Baldava

    CTO, OLake

    Shubham oversees OLake's engineering roadmap, focusing on CDC-first architectures and production-ready Iceberg deployments. He collaborates with customers to remove bottlenecks in data lake operations and accelerates modern data platform migrations.

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