De Rauch was born in Warsaw and played for the France men's national ice hockey team at the 1920 Summer Olympics in Antwerp, the 1924 Winter Olympics in Chamonix, and the 1928 Winter Olympics in St. Moritz. He won a silver medal with his team at the 1923 European Championship. At the 1924 European Championship, he won a gold medal with France.