Hialeah Park Race Track
Domínguez began riding horses at age 16 in his native Venezuela in show jumping then turned to riding thoroughbreds in flat racing events at La Rinconada Hippodrome. He emigrated to the United States where he began riding at Florida's Hialeah Park Race Track in 1996.