 O'Brien enrolled at the University of Maryland in the fall of 2009 but was "redshirted" and did not see playing time that year.O'Brien entered the 2010 season as the backup quarterback behind Jamarr Robinson.He saw his first action in the season opener against Navy, losing a fumble on his only play of the game.