Yes, Poje and Weaver competed in the Olympics. They represented the United States at the 2010 Winter Olympics in Vancouver, Canada, in the ice dancing event. They finished in sixth place overall after scoring 207.37 points in the combined short dance and free dance segments.
Diving into the Life of Andrew Poje: A Canadian Ice Dance Sensation