During the Saint-Domingue expedition, he struggled to ensure adequate supplies to the military, but quarreled with Charles Leclerc. The brother of Peter Bauduy, Louis Alexander Amelia Bauduy Bellevue is also a captain in the army of Leclerc, after having fought in 1797, alongside the English against Toussaint Louverture.