Lead Matter's Physical AI stack for autonomous factories — foundation models for physics, multi-agent robot coordination, and sub-millimeter vision-driven state estimation. Owns the AI roadmap, the edge-to-real-time-control architecture, and recruiting the robotics/AI team. On-site role bridging the Sim-to-Real gap in high-throughput manufacturing.