Kim qualified for the women's singles tournament, along with her teammate Kim Jong at the 2008 Summer Olympics in Beijing, by receiving a place as one of the top 7 seeded players from the Asian Qualification Tournament in Hong Kong. She received a single bye for the first round match, before losing out to Lithuania's Rūta Paškauskienė, with a set score of 3–4.