Projects

Designed to shorten length of stay and excess days; results so far are from held-out historical data.   I co-founded Aurifex and lead product on an AI platform, designed to run inside Epic, that predicts discharge dates and drafts inpatient rehab (IRF) referrals for case managers to approve.   On 25,000 held-out historical admissions it predicted discharge within one day 85%+ of the time, measured from day 2 of the stay.

I audited AI across Wisconsin's largest health system, won its AI/ML roadmap and launched Epic-integrated GenAI agents with a cross-functional team of 30+.   In the first year of a 500-clinician pilot they returned an estimated 42,000+ clinician hours, then scaled organization-wide.

Recruited into the founding team of CODAworx's marketplace for public-art artists, I became a co-founder and led a cross-functional team from concept to commercialization.   Personalized recommendations lifted click-through on recommended artworks 40% and repeat purchases 30%, and self-serve onboarding, in-app guidance and personalized outreach together doubled 90-day user retention.

An AI-powered iOS marketplace for digital art, with AR viewing.   I led product and a team of 10+, grew it to 7,500+ users at about 15% a month, and our recommender lifted click-through 30% and order value 20%.   We wound it down in 2021 as we broadened to public art, which led to CODAmarket.

A 12-month internship on Workday's accessibility AI strategy.   We researched 50+ vendors, surfaced 8 partnerships and recommended 3 to roll out first, with a roadmap and AI development practices.