At Notre Dame, Hart made the transition from wide receiver to cornerback and quickly made an impact on the defensive side of the ball. He played in 10 games as a freshman in 2019 and continued to improve his game in his sophomore season. In 2021, Hart emerged as a key player for the Fighting Irish, starting all 13 games and recording 50 tackles, one interception, and six pass breakups.