At the 2012 Summer Olympics Vélez competed in both the men's individual and the men's team events. In the individual event, he was 26th after the ranking round. He faced Milad Vaziri in the first knockout round, winning 7–1. He was then knocked out by eventual bronze medallist Dai Xiaoxiang, 6–0.
