A native of Milton, Massachusetts, Garvey graduated from Archbishop Williams High School and earned a bachelor’s degree from Northeastern University, and her master’s and Juris Doctor degrees from Georgetown University School of Foreign Service (MSFS 1979) and Georgetown University Law Center.