Parker played basketball at Fordham, which did not have a college football team at the time. Parker played under head coachJohnny Bach and was a starter at guard. He named the Rams captain as a senior and was an Academic All-America selection. Parker averaged 4.9 points over 77 games during his collegiate basketball career.