Bilodeau began learning to skate in 1996. He teamed up with Krystel Desjardins by 2008. The pair won gold on the novice level at the 2010 Canadian Championships and silver on the junior level at the 2012 Canadian Championships. They debuted on the ISU Junior Grand Prix series in the 2012–2013 season but ended their partnership after placing tenth in Lake Placid, New York and ninth in Zagreb, Croatia.