AI makes exploration cheaper. It does not make product decisions easier.

My process starts from real evidence, explores against actual systems and constraints, and uses human judgment to decide what survives.

// PHILOSOPHY

U.S.E

Tools change. The philosophy underneath doesn't. Everything I ship still gets measured against three things:

U

User

I don't just react to what users say they need. I try to anticipate their goals, behaviors, and the moments where good design can take friction out of the way.

S

Support

You need the team with you. Great design shows up when we're aligned, transparent, and moving with shared context.

E

Ease

If people can't find it or use it with confidence, we missed. I want products that feel obvious in the best way.

// WHAT ACTUALLY CHANGED

Evidence → Components → Constraints → Inputs → Review

Click a row. The five-step diagram is not the point. These are: real evidence, real systems, and a human call about what survives.