Tshibangu received his formation at FC Lokolo Moto and the US Dragons Bilima. At the age of sixteen he moved to Lumumbashi to play with TP Mazembe. Today Tshibangu signed a contract with Sporting until 2024.
In two seasons, Tshibangu proved himself an important player in TP Mazembé's attack. With his explosive playing style and his speed, he became a certainty on the wings or as a center half of Les Corbeaux. He scored nine goals and gave four assists in 44 games. He also played five matches in the Champions League of the CAF, in which he scored once. His strong performances earned him a first national selection for Les Léopards at the age of sixteen.