Case Studies
Four products across financial services and healthcare. Each began with a different problem, but the work follows the same instinct: find the thread, make the system legible, and help people move forward with confidence.

Investigation Hub Audit
Finding the Common Thread Across Four Financial-Crime Products
I audited four investigation products, uncovered the shared mental model beneath them, and turned that insight into a clearer, more consistent foundation for future product work.

Learning Journey
Designing a 0→1 Clinical Learning Experience for EHR Adoption at Scale
I created a stage-based desktop and mobile experience that helped clinicians prepare for major workflow change, and the core experience is still in production today.

Transaction Filtering
Designing for Decision Speed in High-Stakes Compliance Work
I redesigned a dense alert-review workflow around the decisions analysts make every day, helping them move faster without losing the context high-stakes compliance work demands.

Stress Testing
From Ambiguity to Architecture
I turned a loosely defined business request into a coherent product architecture, giving risk teams a clearer way to configure, run, and understand complex stress tests.