Fernández won the gold medal in the all-around at the 2017 Spanish Cup. She then competed at the 2017 European Championships, but she did not qualify for any finals. She competed at the World Championships on the balance beam and floor exercise, but she did not qualify for either event final. At the Cottbus World Cup, she finished sixth on the uneven bars.