Completed work. Featured projects stay at the top, followed by the broader archive.
Selected case studies from the top of the portfolio.
An autonomous AI collaborator 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 multi-method accessibility audit across web, social, assistive technology, PDF remediation, and cognitive accessibility. The project combines technical remediation with practical design ethics.
Completed work beyond the top three, including supporting reports and artifacts from the broader archive.