Riguccini began boxing competitively at the age of 12, with early honours including two Federazione Italiana Wushu-Kung Fu (FIWuK) Sanda titles.
After turning professional Riguccini moved to Cuba to train in boxing with the Olympic star (Gold Barcelona 1992 and Gold Atlanta 1996) Héctor Vinent Cháron and all the olympic team.