Dursun started his career in Germany when he signed for SG Wattenscheid 09. In 1996, he was transferred to the Turkish club Kocaelispor and he was selected for the Turkey national under-21 football team.
Dursun begann seine Karriere in Deutschland beim SG Wattenscheid 09 und bestritt vier Spiele in der zweiten Bundesliga. Zur Saison 1996/97 wechselte er zu Kocaelispor in İzmit (Türkei).