In 2004, Deen represented Bosnia and Herzegovina at the 2004 Eurovision Song Contest in Istanbul, with the song "In The Disco". Deen finished in ninth place with 91 points automatically earning Bosnia and Herzegovina the honour of participating in the final of the 2005 Eurovision Song Contest.