Career
A merchant and farmer, he was elected to Dáil Éireann as a Cumann na nGaedheal Teachta Dála (Territorial Decoration) at the September 1927 general election for the Leitrim–Sligo constituency. He was nominated as a candidate for the 1932 general election, but during the campaign he was shot on 14 February 1932 by a former Royal Irish Constabulary (RIC) officer named Leddy, dying four weeks later. Garda Detective Patrick McGeehan who was trying to shield Reynolds was fatally wounded.
Pat Joe"s son Gerry Reynolds was also a Territorial Decoration and senator