Problem is, I'm on a visit visa here. I suppose I could show them my temporary Qatari license.
And generally they tend to be impressed upon meeting an obviously Indian-looking guy who speaks Arabic like a native (Arabic) speaker. (Although in this kind of a situation, this ability might end up being held against me!)

I do normally run dressed in the appropriate kind of attire. I guess it should be okay.