Skills & how I work.

The tools I reach for, and the principles behind how I use them.

How I Work

Four working principles that show up in every project, regardless of the tools.

Research-Led

I ground every decision in real user and stakeholder context before touching pixels.

Systems Thinking

I design components and flows that scale across complex, multi-actor products.

Human-Centered AI

I bring clarity and trust to AI-driven features, not just novelty.

Enterprise-Ready

I work comfortably with compliance, accessibility, and long procurement cycles.