Keenan joined the United States Army after he graduated from high school. He wanted to use the G.I. Bill to go to art school. He joined the United States Military Academy Preparatory School (West Point Prep School) where he picked up the nickname "Maynard". He did very well in his training, but said no to an offer to stay in the Army and work at West Point. He decided to start his music career instead.