Capabilities

What I can do — with proof attached.

Not a skill list. A map of shipped systems. UX is included because products fail when workflows are wrong — even if the model is right.

UX here means shaping the path operators repeat — not decorative UI kits. Proof lives in matter models, review queues, and education journeys that convert to counselling.