Following the departure of Ervin Bulku to FC Kryvbas Kryvyi Rih in the summer of 2007, Sefa was given the number 8 shirt, which was seen as a great privilege by the club to give the young midfielder the number of a departing legend. He scored his first league goal for the club on 1 September 2007 in a home match against Shkumbini Peqin, in a season where he featured in 13 league games and scored 3 goals in the process as his side finished in a disappointing 6th place, and Albanian cup runners-up.