PORTFOLIO INDEX / 2026

I turn complex systems into trustworthy experiences.

Designing AI agents and enterprise workflows for Windows at Microsoft.

Complex systems become trustworthy when people can understand what is happening and act on it.

My work makes system behavior legible: clarifying state, exposing meaningful control, and turning technical constraints into product decisions teams can carry forward.

STATE

Show what the system is doing.

CONTROL

Put the next meaningful action in reach.

TRUST

Expose why an outcome appeared.