I bring structure
to complex products

The screen is the first last thing I design

Before that: the business constraint, the product logic, the system that has to hold as the product grows and the team changes. I work at that layer first — the UI follows from it. I bring the same thinking to AI: how memory, context, and interaction history shape what a model does over time.