Zuliani began his football career with RC Eaunois before joining the academy of Toulouse FC in 2013, at the age of nine. He progressed through the club’s youth system and made his debut with the reserve team in 2022 in
Championnat National 3. On 10 June 2024, he signed his first professional contract with Toulouse FC. He made his professional debut on 2 February 2025, coming on as a substitute in a 1–1 Ligue 1 draw against OGC Nice. Later in 2025, he was loaned to
Pau FC to gain more first-team experience under manager
Nicolas Usaï. ==International career==