Fabrianne grew up in Papunya and continued her secondary education at Yirara College in Alice Springs before commencing painting in the early 1980s at Mt Liebig, where she also worked as a Teachers Aid. Later she worked with her mother-in-law Narpula Scobie, painting for Papunya Tula Artists at Kintore.