• Leading UX research studies on Microsoft Copilot features, uncovering critical user friction points and surfacing new product opportunities shaping improved workflows and designs for millions of users

• Conducting large-scale qualitative data analysis from generative and evaluative research to uncover user behavior patterns and inform the strategic direction of Copilot’s feature roadmap

​