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Danny Chiao
Engineering leader at Databricks working on data and AI observability, quality, and production-grade governance for ML and agent systems, previously involved with feature store and large-scale ML infrastructure.
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Jan 16, 2026
• 58min
Conversation with the MLflow Maintainers
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Corey Zumar, a Product Manager at Databricks and MLflow maintainer, joins Jules Damji, a Lead Developer Advocate and expert on Spark, and Danny Chiao, an Engineering Leader focused on AI governance. They discuss how MLflow is evolving to support generative AI and tool-calling agents. Key topics include challenges in multi-turn conversations, the importance of feedback for optimization, and the need for unified platforms to streamline AI workflows. They also delve into data governance strategies and the balance of cost and quality in model management.
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