In 1928 Andrade won his second Olympic gold medal at the 1928 Summer Olympics, held in Amsterdam. During the semi-final against Italy, Andrade collided with one of the goal posts, resulting in a serious injury to his eye. This later deteriorated to the point that he became blind in that eye.