[2] Bleuse began his musical studies on violin at the Conservatoire de Boulogne-Billancourt in the classes of Jean Lenert and Suzanne Gessner.

[5] After being spotted by Thierry Fischer in 2014 at the Mozarteum University Salzburg, he was invited for his U.S. debut to conduct the Utah Symphony in Salt Lake City in July 2016.

[3] Michael Jarrell entrusted him in January 2017 with conducting the ensemble in his opera Cassandre, starring Fanny Ardant,[7] performed at the Grand Théâtre de Provence.

[3][5] His close relationship with Jarrell led him to conduct his anniversary concert in October 2018 at the Victoria Hall in Geneva, with the Lemanic Modern Ensemble and the Orchestre de la Suisse Romande.

[2][3][8] In December 2021, the Ensemble intercontemporain announced the appointment of Bleuse as its next music director, effective with the 2023–2024 season, with an initial contract of 4 years.