Private Kelley was a member of the 17th Infantry Regiment, 7th Infantry Division. He was Killed in Action while fighting the enemy in North Korea on 8 October 1952.

Kelley was awarded the Purple Heart, the Combat Infantryman Badge, 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.