Miles attended Northwest Missouri State University. As a freshman, he was an All-MIAA first team selection at wide receiver, and a second team All-MIAA selection at running back. As a senior, he was a first team All-MIAA selection at both, wide receiver and kick returner. As a senior, he was an NCAADivision IIAll-American, a first team All-MIAA selection at both, wide receiver and kick returner, the MIAA offensive MVP, and one of five players from the NCAA Division II level selected to play in the Hula Bowl. He left school as the all-time career leader in receiving yards (3,079 yards), receiving touchdowns (30 TDs), punt return yardage (1,302 yards), and punts returned for touchdowns (three touchdowns).