He later joined Museveni's National Resistance Army (NRA), which fought a guerrilla war called the Ugandan Bush War against the government of Milton Obote. It was here that Rwigyema first fought alongside a number of future RPF leaders including future Rwandan president Paul Kagame,James Kabarebe, Patrick Karegeya and Kayumba Nyamwasa.