Dr. Hayashi is the Chief Transformation Officer and Medical Director for Mary’s Center, an FQHC that serves nearly 60,000 medically vulnerable individuals in the Washington, DC metropolitan area. He is a board-certified family physician and continues to care for patients. Dr. Hayashi is an experienced leader in primary care, quality improvement, and health policy at the local and national levels. Prior to Mary’s Center, he led the Human Diagnosis Project nonprofit, an effort to enable more accurate, affordable, and accessible care using machine learning. Dr. Hayashi’s national health policy experience comes from his role as the Chief Medical Officer for the Bureau of Primary Health Care at the Health Resources and Services Administration where he led its clinical quality strategy. Dr. Hayashi started his career teaching and conducting research on quality improvement, public health, and health policy for medically vulnerable populations at Georgetown University and at George Washington University.