Madubuike played college football at Texas A&M University, where he was a standout player for the Aggies. He was known for his explosive athleticism and disruptive play on the defensive line. Madubuike declared for the NFL Draft in 2020 and was selected by the Baltimore Ravens in the third round with the 71st overall pick.