As a student at Clark Atlanta University, a historically black college in Atlanta, Georgia, the Miami, Florida-born Stroud was a center and power forward on the Panthers' basketball team. Despite Stroud having little experience on the gridiron, Chiefs head coach Hank Stram selected him in the third round of the 1969 NFL Draft as a tight end.