Private First Class Leavey was a member of the 545th Military Police Company, 1st Cavalry Division. He was Killed in Action while fighting the enemy in South Korea on 1 September 1950.

Leavey was awarded the Purple Heart, the Korean Service Medal, the United Nations Service Medal, the National Defense Service Medal, the Korean Presidential Unit Citation and the Republic of Korea War Service Medal.