Yes All you need is a letter confirming your salary from your sponsor and take that to QDC and fill in a form with QR1000 deposit and you will get a Liquer Permit.

Simple as that.. Although there is a Religion box on the form you can either leave blank or say none if your do not want to disclose that your a hindu..