 A youth product of Brescia Calcio, Ferrari was a player of the youth reserve team during the 2008–09 season.In 2010 Ferrari was signed by 
Rodengo–Saiano in co-ownership deal for a peppercorn fee of €250.Ferrari remained as a player for the reserve team.