As coach, he led Georgia Tech to three SIAA titles (1920, 1921, 1922) and its second national championship in 1928. In 1944 he retired from coaching. He was replaced by Bobby Dodd who was one of his assistant coaches. The Alexander Memorial Coliseum at Georgia Tech is named after him.