Even I couldn't find one in Qatar, but you have distributors in Middle East.

United Arab Emirates: Aldegal electronics_Dubai, iRobotec.com, Zero Ohm, OnComponents

http://arduino.cc/en/Main/Buy

BTW: If you find a seller in Qatar, please share the info. Thank You