I build reliable, production-ready AI products.

I focus on the engineering work required to turn capable models into dependable products, and have approximately ten years of experience across large technology companies and startups.

My foundation is production software engineering: distributed systems, product engineering, architecture, and technical leadership. I use that foundation to build the systems around the model, from context and retrieval to tool use, memory, orchestration, and evaluation.

I care about the constraints that determine whether an AI product works in the real world: latency, cost, failure recovery, observability, security, and the uncertainty inherent in AI systems.