In his early career he got noticed immediately and was transferred in the capital of his region, Oltenia at Electroputere Craiova.
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In the second part of the season 2001–02 Dănciulescu had a conflict with both Gigi Becali, the boss of Steaua București, and Victor Pițurcă, Steaua's coach, and had to leave along with Ion Vlădoiu.