Research scientist and technical lead. I design novel architectures — energy-based world models, multi-agent orchestration, structured evaluation — and lead the teams that bring them to production.
How structural guarantees — formal planning, compartmentalized context, deterministic replay — make agentic systems reliable enough to ship.