Perruzza began playing youth soccer with Woodbridge Strikers and Vaughan SC.

[3] In August 2020, Perruzza signed a first-team deal with Toronto FC, which became effective on January 1, 2021.

[5] He scored his first goals for San Antonio on September 19, netting a brace in a 2–0 victory over the Oklahoma City Energy.

[12] In August 2023, he was loaned to the HFX Wanderers in the Canadian Premier League for the remainder of the 2023 season.

[20] Perruzza was named to the Canadian U-23 provisional roster for the 2020 CONCACAF Men's Olympic Qualifying Championship on February 26, 2020.