Stout was an intercollegiate champion at Temple University. As a member of the Philadelphia Turners, Stout missed out on qualification to the 1948 Summer Olympics but qualified for the 1952 games with a first-place finish at a national gymnastics championship.[3]
Stout later became a teacher in Philadelphia and judged gymnastics events.[4]