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Thoughts on data engineering, AI, and technology leadership.

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Occasional deep dives on shipping AI to production — RAG architectures, MLOps patterns, and lessons from building data teams. One email per month at most.

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I speak about AI in production, MLOps under real constraints, and building engineering teams that ship. Happy to join meetups, panels, or keynotes — in person or remote.

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