Aragón won the 2001 World Championships at welterweight, beating Anthony Thompson in the final. He repeated his win in 2003 defeating Andre Berto in the semifinals and Sherzod Husanov in the final bout. Aragón was also the 2003 Pan American Games champion in the same division.