Mustin entered the United States Naval Academy in 1928.
At the outbreak of World War II, Mustin was Assistant Gunnery Officer in the cruiser Atlanta (CL 51) and was in her when she was sunk during the Battle for Guadalcanal on the night of 13 November 1942.