Calvin received his J.D. from Columbia Law School, where he was a Harlan Fiske Stone Scholar and served as President of the Asian Pacific American Law Students Association. During his time in law school, he also served as a staff editor on the Columbia Science and Technology Review. He received his B.S. from the University of California, Los Angeles.