Fernando competed in two Paralympics, firstly in 1996 where he won silver each of the individual 100m, 200m and 400m and was part of the Spanish 4 × 100 m relay team that failed to finish. The following games in 2000 he again competed in the three sprint events and this time both relays but despite making the final in each event failed to add to his medal tally.