Artis-Payne was a three-sport athlete for four years at Bishop McDevitt High School in Pennsylvania. He recorded 84 tackles, including 7.5 sacks his senior season. His older brother, Cameron, was an All-American and record-setting running back for the Bulldogs who was drafted by the Carolina Panthers in the 2015 NFL Draft. He hopes to become a doctor.