He was born in Salto, Buenos Aires Province. Guerrero participated in the 1952 Summer Olympics in Helsinki where he won gold medal in double sculls competition together with Tranquilo Capozzo. Guerrero died on August 17, 2015 from pneumonia at the age of 87.