User Experience & Product Strategy.

​This page highlights my work in user experience (UX), design thinking and product strategy, including projects from my graduate level coursework and my master’s practicum at UNC Chapel Hill. As a data scientist, learning UX fundamentally changed how I approach problem-solving—it helped me see data not just as numbers, but as something that interacts with real people. My background in machine learning and analytics gave me the tools to build models and systems, but UX taught me to ask: who is this for, and how will they experience it? It pushed me to design with intention, focus on clarity, and prioritize usability in everything I build.