Preheat the oven to 400°F (200°C).

In a mixing bowl, combine the shrimp, minced garlic, olive oil, paprika, salt, and black pepper. Toss to coat the shrimp evenly.

Spread the shrimp mixture in a single layer on a baking sheet.

Sprinkle the grated Parmesan cheese over the shrimp.

Roast in the preheated oven for 8-10 minutes, or until the shrimp are pink and cooked through.

Remove from the oven and garnish with chopped parsley before serving.