Fernando began his football career in 1907 and spent his entire career playing for Lazio. He played first in a forward role, but since 1921, he was deployed in a full back role. He was also the club's captain from 1919 to 1923. Saraceni scored two goals in the 1923–24 Prima Divisione season.