UX Research & Responsible AI

My research focuses on AI systems, algorithmic bias, and public accountability. Trained in Human-Computer Interaction and journalism, I use qualitative research, systems analysis, and policy evaluation to surface how AI products affect the people they’re built for — and the institutions responsible for oversight. The projects below include product case studies, applied research, and AI governance analysis across platform design, synthetic media, and predictive systems.