Start by patting the shrimp dry with paper towels so they cook properly. Season them with salt, pepper, chili powder, and paprika for a flavorful base. This helps create a delicious outer coating when cooked.
Heat butter or oil in a skillet over medium heat. Add the shrimp and cook for about 2–3 minutes per side until they turn pink and slightly golden. Avoid overcooking, as shrimp can become rubbery quickly.
In a mixing bowl, combine mayonnaise, sour cream, garlic, lime juice, and spices. Stir in the corn kernels and crumbled cheese until everything is evenly coated. This mixture should be creamy, tangy, and slightly smoky.
Add the cooked shrimp into the corn mixture or spoon the sauce over the shrimp. Gently mix to ensure every bite is coated with the rich sauce. The warmth of the shrimp enhances the flavor of the sauce beautifully.
Top with fresh cilantro and extra cheese if desired. Serve immediately while warm for the best taste and texture. A squeeze of lime on top adds a refreshing finishing touch.