Fernández has represented Spain at the 2000, 2004 and 2012 Summer Olympics as well as at the 1999, 2001, 2003, 2005, 2009 and 2011 World Championships in Athletics. She has also represented Spain at four European Championships in Athletics, three World Athletics Indoor Championships and four European Athletics Indoor Championships.