Before joining the Texans, Mills played college football at Stanford University. During his time with the Stanford Cardinal, Mills showcased his skills as a strong-armed quarterback with good accuracy and decision-making abilities. Despite facing some injury setbacks during his college career, Mills emerged as a promising prospect with the potential to succeed at the next level.