Keeler played high school football at Emmaus High School in Emmaus, Pennsylvania. He went on to play collegiate football at the University of Delaware, where he was a linebacker from 1978 to 1980 under coach Tubby Raymond. He was a member of the 1979 Division II National Championship squad.