New models require new evaluation approaches. Building measurement systems that catch hallucinations, track drift, and maintain quality at scale.

Building the Next Inflection
I build companies at the intersection of emerging machine intelligence and highly regulated, complex human workflows. If you are struggling to scale a clinical product or architect an AI system that actually works in production, let's talk.