 During World War II, Muzaferija was arrested in 1942 with a group of 36 antifascists.In his retirement he became a teacher of German and French.Muzaferija became an actor when he was in his late 30s, his first film being "Uzavreli grad" ("Boom Town"), directed by Veljko Bulajić.