She speaks French, English, German and Russian, when she retires she plans of working in the medical field.

[2] Even if Lozea was included into the national senior group in 2017, she made it to the starting five in 2021 debuting at the World Championships in Kitakyushu, they were 11th in the All-Around, 12th with 3 hoops + 4 clubs and 8th in the final with 5 balls.

[6][7] Ten days later she competed at the 2022 European Championships in Tel Aviv, where France was 6th in the All-Around, 7th in the 5 hoops final and 5th in the 3 ribbons + 2 balls' one.

[8][9][10] In September Vilarino took part in the World Championships in Sofia along Eleonore Caburet, Ainhoa Dot, Manelle Inaho, Emma Delaine, Ashley Julien and the two individuals Hélène Karbanov and Maelle Millet, taking 11th place in the All-Around.

[18] It was later revealed she was among the selected gymnasts for the European Championships in Baku along Eleonore Caburet, Emma Delaine, Manelle Inaho, Justine Lavit, Celia Joseph-Noel and the individuals Hélène Karbanov and Maelle Millet.