
Testing engagement drivers
Six prototype versions in a few days, two A/B tests, and category filters that more than doubled clicks.
- Task-card clicks
- 2×
- Other page actions
- No drop
- Versions reviewed, tested
- 6 → 2
Design leader and AI engineer
Great design starts with empathy and ends with impact. For fifteen years I’ve guided teams and products toward solutions that feel effortless. Now I build them too.

Selected work

Six prototype versions in a few days, two A/B tests, and category filters that more than doubled clicks.

Nine specialist lanes, one orchestrator, human gates.
Unlocking data-driven action for every moment that matters.

Over-the-air updates for fleets of IoT devices, from creation to results.

Transforming fragmented accounts into one cohesive identity ecosystem.

Restarting a stalled initiative to bring ProDeploy into TechDirect.

An enterprise video system built for a single operator at six monitors.
About
Who I am
I'm a Principal Designer on Fabric's Data Integration team at Microsoft. My mission hasn't changed in fifteen years: make complex problems simple and meaningful.
What changed is the distance between an idea and a working thing. I work AI-first now. The thinking is still mine; the tools let me ideate faster and make sense of far more data than I could before. I build production AI systems end to end: architecture, code, and the calls that only surface with real data.
Fifteen years in UX and ten in leadership taught me to grow teams and shape strategy. The newer lesson is that I no longer hand the work off.
I started in library science and psychology. Music and storytelling still shape how I solve problems.
Thanks for stopping by!
Expertise
Experience
Get in touch
Have an idea, a problem, or just want to talk shop? I’d love to collaborate and bring your vision to life.