Born on October 4, 1995, in East Orange, New Jersey, Peppers has always had a passion for football. He attended Paramus Catholic High School in New Jersey, where he excelled in both football and track and field. Peppers was considered one of the top high school football players in the country, earning numerous accolades and honors during his time at Paramus Catholic.