Led end-to-end mixed-methods UX research to assess market demand for a biosignal-based student support system.
Designed and distributed surveys to 500+ students and 100+ stakeholders across 20+ top U.S. institutions.
Conducted and analyzed 15 - 20 in-depth interviews to uncover adoption barriers, user needs, and product opportunities.
Delivered actionable insights to guide product-market fit, feature development, and institutional outreach strategy.
Prototyped a Learning Analytics Dashboard for a peer mentoring program with the Graduate Program Director.
Organized 7+ co-design workshops with Mentors and Mentees to gather data about user needs, behaviors, and attitudes.
Facilitated interviews with 3 professors to understand their needs from a Learning Analytics Dashboard(LAD).
Applied inductive coding and conceptual modeling to analyze 500 student survey responses.