 Duffy played in the final of the 1999 All-Ireland Minor Football Championship, where the team lost 1–14 to 0–14 against Down.The team included many players who went on to become regulars in the senior inter-county Mayo squad.Following the end of his career with Connacht, Duffy expressed an interest in taking up Gaelic football again.