At the 2004 Summer Olympics, Vanderkaay was a member of the 4×200-meter freestyle relay team, along with Michael Phelps, Ryan Lochte, and Klete Keller, that beat the favored Australian team of Ian Thorpe, Grant Hackett, Michael Klim, and Nicholas Sprenger.