 Moulton won a bronze medal at the 1904 Summer Olympics in the men's 60 metre dash.He was beaten in the race by Archie Hahn, who took gold, and William Hogenson, who won silver.Moulton also competed in the 100 metres event and the 200 metres competition, finishing fourth in both events.