Atlético de Rafaela
Rossi began his career in the youth system of Atlético de Rafaela. In 2012, he was an unused substitute in a Copa Argentina games against Banfield, a 2–0 win for Atlético de Rafaela. The following year, he was also an unused substitute in another Copa Argentina game against eventual champions, San Lorenzo de Almagro.