A silver medalist from the 2017 Junior Pan Am Championships, Mélodie had made her international debut four years earlier, at the 2013 edition of the same event. At only 10-years-old, she placed 4th on 1m.
In 2018, she represented Canada at the Youth Olympic Games in Buenos Aires and finished 9th on 3m and 7th on platform.