In 2010, Mutesi played six rounds on board two and one round on board one for Uganda at the women's event of the 39th Chess Olympiad, held in Khanty-Mansiysk, Russia. She scored one-and-a-half points from the seven games she played. At this event, she attracted the attention of journalist Tim Crothers, who wrote a substantial piece on her for "ESPN The Magazine".