Riley began his football career in college, playing for the University of North Carolina Tar Heels. During his time at UNC, Riley showcased his strong defensive skills and athleticism, earning him a solid reputation as a defensive tackle. In 2021, Riley declared for the NFL Draft and was signed by the New York Giants as an undrafted free agent.