I'm systems-first. I don't start with screens — I start with the underlying machine: actors, incentives, constraints, failure modes, and decisions.
Professionally, I build in domains where mistakes cost money and trust. Personally, I'm always tinkering — multi-agent AI, compliance intelligence, decision engines, and even a café — because building is how I learn.