At the final tournament in Tunisia in January 2004, Rwanda, among the smallest ever to qualify, came within minutes of progressing from the group and entering quarterfinals. Dujković's contract with Rwanda expired in mid-2004 and he left after failing to agree to a new contract with the Rwandan FA.