Preheat the oven to 400 degrees.
In a bowl, combine the shrimp, olive oil, Italian seasoning, minced garlic, Parmesan cheese and salt and pepper to taste.
Toss to combine well.
Layer the shrimp on a parchment lined baking sheet.
Bake for 10 minutes, or until cooked through.
Squeeze fresh lemon juice to taste over the shrimp, and garnish with parsley before serving.