Corporal Bayne was a member of the 23rd Infantry Regiment, 2nd Infantry Division. He was Killed in Action while fighting the enemy in South Korea on 18 September 1950.

Bayne was awarded the Purple Heart, the Combat Infantryman Badge, the Korean Service Medal, the United Nations Service Medal, the National Defense Service Medal and the Republic of Korea War Service Medal.