After learning the sport at the Cincinnati Golden Gloves boxing club in the Over-the-Rhine neighborhood of his hometown, Ragan won silver medals at the 2017 World Championships and the 2019 Pan American Games as an amateur in the bantamweight division. In June 2021, less than a year after he turned pro, Ragan learned he had qualified for the Tokyo Olympics as a featherweight.