In 2009, Kelmendi won the gold medal at the World Junior Championships in Paris, France [REF].
At the 2013 World Judo Championships, Kelmendi gave Kosovo its first ever judo world title as she beat Brazil's Erika Miranda in the −52 kg gold medal match in Rio de Janeiro.