Turpin began his football career at TCU, where he played as a wide receiver and return specialist for the Horned Frogs. During his time at TCU, Turpin showed his exceptional speed and agility, making him a threat to score every time he touched the ball. He was known for his explosive plays and ability to change the momentum of a game with his skill set.