 O'Brien shattered all significant Freshman quarterback records at the University of Maryland, passing for 2,438 yards and 22 touchdowns.In addition, he rushed for a twelve-yard touchdown against Virginia and collected a four-yard touchdown reception against Clemson.During the 2010 season, the Atlantic Coast Conference named O'Brien the ACC Rookie of the Week a total of five times.