A product manager buildingtrust where people, AI agents,and institutions meet.

Five years building digital identity and biometric authentication at national financial scale: 60+ institutions, 10M+ identity users. Now applying that trust-architecture lens to AI, out of UW HCDE.

ISO 19092:2023 contributorPatent · token-based verification

What I value

Five anchors I work from.

Trust-by-design

as a first principle

Curiosity

toward people, toward the world

Empathy

for the user and the context they live in

Grit

resilience from ownership

Collaboration

with great energy

Selected works

A wall of work that earned its trust.

Three rooms · pick one

Step into the part you’re curious about.