My #1 favorite is The Chimes located on the corner of Highland Rd and Chimes St. Great Louisiana style food and 130 beers on tap. Try the Blackened Louisiana Alligator for an appetizer.
You can also try Mike Anderson's for seafood, and Ninfa's for Mexican.
For fast food, I like Raising Canes chicken tenders. It started in Baton Rouge.