Dr. Riley graduated from the University of Texas with a bachelor of arts in biology and a bachelor of engineering science. He then furthered his studies at UT, receiving a master of science in biomedical engineering as well as his medical degree. He completed his orthopedic surgery residency at University of Texas Medical Branch, Galveston, Texas.