Gleason made his official debut, as U.S. Virgin Islands' only swimmer, at the 2000 Summer Olympics in Sydney. He failed to advance into the semifinals in any of his individual events, placing thirty-ninth in the 200 m freestyle (1:54.64) and forty-second each in the 100 m freestyle (52.00) and 200 m individual medley (2:08.25).