Add oil, anchovies, and garlic to small saucepan. Bring to low simmer for 5 min, add sherry vinegar, and simmer another 5 min. Season shrimp with salt and black pepper and place in a small cast-iron pan or baking dish. Shrimp should be snug but not on top of each other. Put the shallot, olives, and tomato over shrimp. Pour sauce over shrimp and bake at 400 degrees for 8-10 minutes until shrimp are cooked. Serve with toasted French bread.
Toups' Meatery is a contemporary Cajun restaurant. Chef Isaac Toups presents fine food and wine, specialty cocktails, and charcuterie inspired by deep-rooted Louisiana family traditions.