CASE / 01AI Systems Design
A persistent AI collaboration system built to manage memory, route work across models, and operate as a real daily system under practical constraints. The case study focuses on trust calibration, memory design, and what changed when the stack had to migrate under pressure.
- 2025–2026
- AI Systems Design
- Ongoing system case study
CASE / 02UX Research · Interaction Design
A multi-method evaluation suite across three Ableton products, grounded in long-term music production experience and a decade leading the Pittsburgh Ableton User Group. The work shows how domain expertise changes what good research can see.
- 2024–2026
- UX Research · Interaction Design
- Completed research suite
CASE / 03UX Research
A usability research collection anchored by a shared 15-participant moderated mobile study of the Philz Coffee app across five facilitator groups. The work shows how study planning, task analysis, and synthesis turn observed friction into a defensible report.
- 2024–2026
- UX Research
- Completed research collection