 Kelley won the 1949 NCAA ice hockey title and was the first coach to win 500 games in the NCAA.He was inducted into the United States Hockey Hall of Fame in 1974

Kelley arrived at Boston College in 1925 after attending Boston College High School.He was a two sport athlete for the Eagles, playing both baseball and ice hockey.