If you want to do business LEGALLY, then you have to go through the same process every other business goes through and get a Company Registration, Municipality License and everything else that goes with it. What AMIT fails to say is that though there are indeed thousands of people doing it....it's not legal.
Qatar does not make it easy for small businesses to setup, and it's very costly. Maybe look at working under a friends company and CR for now. Good luck.