Cooking this again for the third time in a week!

1 lb medium shrimp, peeled and deveined
2 tbsp olive oil
3 cloves garlic, minced
1/4 cup grated Parmesan cheese
1 tsp paprika
Salt and pepper, to taste
1 tbsp fresh parsley, chopped (optional)