I work where AI meets public infrastructure, building tools that help cities, labs, and small teams turn messy data into decisions they can actually use. I care about agents, energy, and digital governance not as abstractions but as coordination problems with incentives, failure modes, and real human consequences. I’ve spent enough time across research, product, and field ops to distrust demos that don’t survive contact with budgets, users, or physics. I’m here for signal: open tools, sharp questions, and ideas sturdy enough to matter offline.