Your in luck, as there are both a plastic and paper recycling factory, and they do in fact collect from individuals. These are their contact details- Doha Plastic (44114001) and al-Suwaidi paper factory located in the industrial area  (44606773 or 44604198), which I believe is the one Han is referring to. Good luck!