Research-led work across health tech, enterprise wellness, and civic technology. Each project is a diagnosis of why users behave the way they do, and what to build differently because of it.
67% of essential workers couldn't locate their own health data in the ESNTL Wellness app. As lead moderator on a cross-functional team, I ran 5 of 6 usability sessions, mapped the comprehension gap, and delivered 6 prioritized recommendations to Concentrix and Apple.
Qualitative research on how technical friction, environmental context, and screen-mediated presence erode emotional disclosure in online therapy. 2-phase study: netnography + semi-structured interviews with 6 participants.
Mixed-methods research and product strategy for improving transit accessibility and reliability for daily commuters in urban environments.
Case study coming soon.