I build AI systems that have to work—not just in demos, but in production where mistakes cost money and trust.

What I Do

Currently Founding AI Engineer at Parcha, where I’m building AI agents for compliance automation. Most recently shipped Grep.ai—an AI-powered due diligence platform built on Anthropic’s Agent SDK that researches businesses across 190+ jurisdictions in under 3 minutes.

The hard part isn’t getting LLMs to work. It’s making them reliable enough to bet your business on.

My focus areas:

  • Production Agent Systems — Handling real-world complexity beyond the “happy path”
  • Evaluation Frameworks — Designing rigorous tests for high-stakes AI (compliance, finance)
  • Reliability — Reducing false positives by 90%+ without sacrificing recall

Background

15+ years in data systems across fintech, automotive, and enterprise.

Previously:

  • ML Team Lead at Carvana — Led machine learning team, shipped models serving millions of users
  • Senior MLE at Augment CXM — 5 years building core algorithms and data science platform

I specialize in the messy intersection of research-quality AI and production-grade engineering.

Get in Touch

Based in San Francisco, CA.