Preheat your oven to 400°F (200°C) and line a baking sheet with parchment paper. Lightly grease the parchment with cooking spray or olive oil.
In a large mixing bowl, combine the grated carrots, mozzarella cheese, breadcrumbs, Parmesan cheese, egg, garlic powder, onion powder, salt, black pepper, and paprika. Mix until all ingredients are well combined.
Using your hands, form the mixture into small tot shapes, about 1 to 1.5 inches long, and place them on the prepared baking sheet.
Bake in the preheated oven for 20-25 minutes, or until the tots are golden brown and crispy, flipping them halfway through for even cooking.
Remove from the oven and let cool for a few minutes before serving.