I work on the adoption layer of healthcare technology — the point where clinical workflow, trust, evidence, operations, and institutional constraints determine whether a product actually gets used. Product background across Doximity, Epic, CancerCompass, Transcarent, and Andwise.
Everything shared stays shared only with your consent. Internal politics stay unnamed, identifying details are never published without approval, and metrics are rounded and de-identified. Redacted versions of measured changes are shared only when you choose.
Approach
My work is about products where the interface isn't the hard part — trust, workflow fit, evidence, and institutional constraints determine whether a product actually works.
Burden Mapping
Reveals where effort, confusion, and delays pile up in everyday workflows.
Safety Rituals
Designs check-ins, support paths, and safeguards teams can use during busy or ambiguous work.
Clarity Signals
Builds feedback loops so people know what changed, where it sits, and what happens next.