James P. Conway (August 4, 1910 - May 31, 1984) was an American Hall of Fame trainer in Thoroughbred horse racing who trained forty-three stakes winners including five Champions and a winner of two American Classic Races.Before becoming a professional trainer in 1946, Conway worked at various racetrack jobs.