UX research, interaction design, and working systems.
Case studies and artifacts for people hiring in human-AI interaction, agentic UX, creative and music-tech tools, accessibility, and research-heavy product work. Every item names its current state.
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.
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.
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.
Supporting case studies and original artifacts. Source syntheses under editorial review remain labeled and outside the featured evidence path. Read the full document register.