The Harvard Medical School Curriculum Fellows Program (HMS CFP) trains early-career scientists to become science education leaders and practitioners. Curriculum Fellows have diverse academic roles and professional identities, but our work is united by the core beliefs that effective teaching is evidence-based and all students deserve equal opportunities to learn. Fellows learn by doing: working with members of the Harvard faculty and administration to bring new energy, creativity, and innovation to graduate biomedical education.