In the ocean, try entering from corniche...no vehicle parking allowed
Joking aside, I don't think you will find fresh fish resturants here in Qatar, most have been already captured at sea, put in freezer and delivered onshore. I have not seen a place where they pick out a fresh fish of your choice and then cook it.