Product Design^ML

Design-led innovation isn't a marketing slogan to me, it's a principle. It led me to an experiment-driven practice that holds up in the most regulated environments and ships in the wild west alike: a stated baseline, a stated goal, and work held to both.

Selected work All case studies →

A contact platform reachable from any link

PingPilot · patent 10,868,915, still in force ten years on

Information architecture that outlived two replatforms

Signature Medical Group · 10 years and running

Enterprise onboarding cut by half

Graphiant Portal · 100,000+ devices on shared templates

A lead generator rebuilt into a labeling instrument

TerraQuotes · the pricing model is gated until the losses arrive

Paralegal corrections turned into training data

OCR legal discovery · confidence 86% → 93%, not a verified accuracy gain

Also in the archive

Quality Assurance Capability Lead Product Designer
The Pour-Over Protocol Lead Product Designer

All case studies →