Making his first Olympic appearance, van der Perren finished 12th at the 2002 Winter Olympics in Salt Lake City, Utah. At the 2002 World Junior Championships, he won the silver medal and also became the first skater to land a three jump combination, consisting of a 3S-3T-3L. He included this combination in his free program until the end of the 2003–04 season.