Pierrakos was born on January 25, 1940 in Skala, Laconia. He was an athelete of Ethnikos Gymnastic Club. Pierrakos held the Greek record for the javelin throw which he broke 3 times. His best throw was 77.30m.
Pierrakos took part in the Tokyo Olympiad of 1964, where he took 10th place.