Following the end of his career with Connacht, Duffy expressed an interest in taking up Gaelic football again.
Having lived in Galway during his career with the province, Duffy took up football with the local team Salthill-Knocknacarra, He was then called up to train with Mayo's senior team by manager James Horan.