Late in her career Kitić returned to Bosnia and Herzegovina after the war, and simultaneously coached and played for Sarajevo based handball club Željezničar and later for Jedinstvo, club from her hometown Tuzla and where she started professional career in handball as 16-year-old girl. It is interesting regarding Jedinstvo from Tuzla is that she played together with her oldest daughter Mara Kitić on Jedinstvo's first team. In 2002, she entered Bosnian women's national handball team which took part in qualifications for 2003 World Championship in Zagreb. Bosnia with Kitić reached the barrage but failed to qualify. After that Kitić took the role of Director of Bosnian women's national handball team and served between 2006 and 2008.