Focus
Where I create the most leverage
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AI product UX
Prompting, grounding, feedback loops, and trust patterns that make model behavior understandable.
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Interaction systems
Reusable patterns, states, and motion that keep complex products coherent as they scale.
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0→1 product design
From fuzzy opportunity to crisp MVP: information architecture, flows, and visual direction.