 Fernández has been participating in international basketball competitions since he was sixteen years old.He played at the FIBA Europe Under-16 Championship and at the FIBA Europe Under-18 Championship with the Spain national junior teams.As a member of the senior Spain national team, Fernández competed at the 2004 Summer Olympics, averaging 5.1 points per game, in 10.6 minutes per game.