Lt. Col (Ret.) Joseph Armand Gerard Fernand Villeneuve was a Canadian aviator who joined the Royal Canadian Air Force (RCAF) in 1950 and was the first leader of the RCAF's Golden Hawks aerobatic team. He flew for 32 years as a military jet fighter pilot Villeneuve was inducted into the Canadian Aviation Hall of Fame in 2006.

The Golden Hawks were a Royal Canadian Air Force (RCAF) aerobatic flying team established in 1959 to celebrate the 35th anniversary of the RCAF and the "Golden" 50th anniversary of Canadian flight, which began with the AEA Silver Dart in 1909.