 Hooper attended Wichita State University and was named to the All-Missouri Valley Conference team in 1999, and led Wichita State in batting average at .402.He was originally drafted in the 49th round of the 1998 Major League Baseball draft, by the Cleveland Indians, but did not sign.He was then drafted in 1999, this time in the 8th round, by the Florida Marlins.