About
AI for systems that benefit people.
I'm interested in how AI can improve long-standing systems that are meant to benefit people.
Why I do this work
I spent two decades running regulated, compliance-critical programs. As a state compliance officer at the Colorado Department of Human Services, I owned quality control, corrective action, and federal-regulator relations for a $1B+ federal program. I held an AI residency at Propel, where I designed and shipped production AI tools and the evaluation frameworks behind them to help improve America's safety net.
I believe in the transformative power of AI, and the clear need to manage it to mitigate negative outcomes to people and systems.
Full work history →