I think they have recently finished building the biggest mosque in Qatar. And I think its one of the biggest in the region too. The name of the mosque is "State Mosque of Qatar" or in arabic its called "Jamah Doulah". I dont know the name of that area exactly but its near corniche, westbay or markhiya.

Good Luck