I may be wrong, Qashif, but I very much suspect that there are few, if any, experts on Syrian/Lebanese/Arabic cuisine here. I have eaten chicken in the UAE that corresponds to your description, but I would have very little idea how to go about preparing it, apart (perhaps) from assuming that sumac and chilli play some part in the spicing.
** Phil.