Place the olive oil, Parmesan, salt, pepper to taste, sugar, paprika, lemon juice and garlic into a jar. Shake it up and store in the fridge at least 24 hours before serving.
Serve the dressing with green lettuce leaves, sliced red onions and halved grape tomatoes. Also works well on pasta salad.