Dr. Huang majored in English and Biological Sciences at Stanford University and attended medical school at Washington University in St. Louis, followed by an internal medicine residency at BIDMC. She subsequently completed a Rabkin Fellowship in Medical Education, an Academy Fellowship in Medical Education at HMS, and a Picker Fellowship in evidence-based medicine. She holds several leadership roles in faculty development, as Director of the Rabkin Fellowship in Medical Education, Co-Director of the BIDMC Academy of Medical Educators, and the Director of Assessment for the Center for Education at BIDMC. She is also an associate program director for the internal medicine residency at BIDMC, overseeing competency assessment.