Once your shrimp are thawed, peel if needed, and place them in a bowl. Add in 1 tablespoon of olive oil, onion powder, garlic powder, cayenne, a dash of salt, and black pepper. Squeeze half of the lemon on to the shrimp, and save the other half for the salad. Mix it all together.