Shanteau attended Auburn University, where he was an 11-time All-American for the Auburn Tigers swimming and diving team. At the 2003 World University Games, Shanteau won the silver medal in the 400-meter individual medley. At the 2005 World University Games, Shanteau won gold in both the 200-meter and 400-meter individual medley, making him the first American to sweep both events.