My daily work as a researcher in the HITI Lab @ Emory University focuses on developing and evaluating AI/ML applications in healthcare, primarily vision models for breast cancer diagnosis in medical imaging. I believe explainability is vital for AI/ML applications in medicine, so I'm particularly interested in designing methods to understand hidden performance disparities and model failure modes.
Outside data science, I'm a software engineer with fullstack web development experience. I'm happiest when I'm building something, and I regularly work with routing frameworks like NextJS/Express and frontend frameworks like React. In everything I do, I'm passionate about clean code and efficient system design.
Emory Health AI Datathon: Hierarchical Plot Visualizations