Victor Hugo was born in Bela Vista do Paraíso, Paraná, and joined Londrina's youth sides in 2020.
He made his first team debut on 5 November 2022, coming on as a second-half substitute in a 2–1 Série B away loss to Sampaio Corrêa.
[2] Victor Hugo scored his first senior goal on 2 February 2023, netting the opener in a 1–1 Campeonato Paranaense home draw against Rio Branco-PR.
[4] On 30 August 2024, Victor Hugo was loaned to Série A side Fluminense until June 2025, with a buyout clause.
[5] He made his debut in the category on 29 September, replacing Facundo Bernal late into a 1–0 away loss to Atlético Goianiense.