Peoples played for head coach Steve Devlin at Archbishop Wood where he won three 5A state championships in four seasons. The 2017 Philadelphia Catholic League Red Division MVP, Peoples accumulated 1,834 career rushing yards and 30 touchdowns on the ground as a running back at Archbishop Wood. He picked off two passes as a junior.