About
I lead applied AI delivery at AWS and build agentic systems hands-on: RAG, browser automation, IDP, conversational AI, and the runtime pieces around them. I care about the full path from product problem to architecture, implementation, rollout, and adoption.
The throughline is practical agent reliability. I help teams move from impressive demos to systems that are legible, auditable, cost-aware, and safe enough to put in front of customers.
On the side, I am building transparent.fyi, a pre-launch food-label transparency product where I apply the same AI reliability and inspectability principles to a consumer problem.
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