About
I build machine learning systems that work in physical engineering. My PhD at Carnegie Mellon focused on process monitoring for metal additive manufacturing, and at Relativity Space I built computer vision and anomaly detection models for 3D-printed rocket production. Most recently I co-founded Polymath AI, leading the engineering team to build agents that automate 3D CAD workflows. I’m most interested in making AI agents reliable enough for work where mistakes are expensive, through evaluation, verification, and systems that experts can inspect and trust.
Previously: Relativity Space (ML Scientist) · NASA Marshall · Autodesk. Ph.D., Carnegie Mellon.
Areas of expertise
LLM agents
MCP and tool use
evals
ML for engineering
computer vision
additive manufacturing