Williams is a probation officer who helped the New York State Supreme Court determine the custody of the children of Julius and Ethel Rosenberg. As a criminal defense lawyer, she defended the political targets of the FBI and COINTELPRO, members of the Black Panther Party and Assata Shakur, her niece, and the alleged leader of the Black Liberation Army. She was teacher and Assistant Dean at New York University Law School.