Leonard began his football career at the University of Colorado, where he played for the Colorado Buffaloes football team. During his time at the university, Leonard showcased his impressive skills as a cornerback, earning recognition for his speed, agility, and tenacity on the field. His stellar performance caught the attention of NFL scouts, leading to his eventual selection in the 2021 NFL Draft.