Shameeka Mattis was born to an African American mother and a Vincentian father and raised in Brooklyn, New York. Mattis received a B.A. in English and sociology from the State University of New York at Binghamton and an M.S.W. from the University of Pennsylvania in Philadelphia. She worked as an assistant director at the Vera Institute of Justice, a nonprofit center for justice policy and practice in New York City.