For your safety, I would advise you not to drive a vehicle in GCC with an Indian License even if it is permitted for a few days. The traffic flow, rules of the road etc are entirely different from India.

As soon as you get your Residency Permit, get enrolled in a Driving School, attende classes and obtain a full Qatari License.