Oleen enlisted in the Army Air Corps in 1943.  He was a 1st Lieutenant and Pilot of a B-24 Liberator Bomber stationed in Italy.  He flew twenty-eight missions over enemy territory but was tragically killed when the transport plane he was riding in crashed in Northern Italy.