Selmon attended high school at Pace Academy in Atlanta, GA. He was a 7-time GHSA state champion in track and field and 3-time all-american in the 400 metres hurdles. While in high school, Selmon placed third at the 2013 World Youth Championships in the 400mH and won the 2014 National Championship.