you have to setup a company, after that you will be able to get the payment API from banks, if exits. recently i heard, ictQATAR is studying to bring eCommerce in Qatar.
Credit card process is one of the main object, and yet no bank providing this facility, May be after company setup you can use some foreign Payment gateway.

BOL,