In 1936, Fitzpatrick enrolled at the Detroit Society of Arts and Crafts (now the College for Creative Studies).
Fitzpatrick served in the Naval Aviation Training and the Naval Office of Research and Invention during World War II, then landed a contract to illustrate Mercury's postwar ads before he left the Navy.