Racine played junior hockey for the Drummondville Voltigeurs from 1999 until 2002. After his first season of junior, Racine was selected 90th overall by the Toronto Maple Leafs of the National Hockey League (NHL) in the third round of the 2000 NHL Entry Draft. He turned professional with the Memphis RiverKings of the Central League in the 2002–03 season. In 2003–04, he moved up to the St. John's Maple Leafs of the American Hockey League, the top Maple Leafs affiliate. Racine stayed with the team when the St. John's team moved to Toronto to become the Marlies. He retired in 2009.