Walker was born on November 1, 2006, in Cleveland, Miss., to Brian and Courtney (Poole) Montgomery. He attended Starkville Academy where he excelled in academics and football. Walker enjoyed running heavy machinery and working on the farm with his family. He had an innate and boundless appreciation and love for the outdoors, and he particularly loved bow-hunting with his father.