Grate the potatoes and soak them in cold water for 10 minutes to remove excess starch.
Drain and squeeze out all excess moisture using a clean kitchen towel.
In a bowl, mix the grated potatoes with salt, pepper, garlic powder, paprika, and olive oil.
Preheat the air fryer to 375°F (190°C).
Shape the mixture into small patties and lightly spray with cooking spray.
Place in the air fryer basket in a single layer and cook for 10 minutes.
Flip and cook for another 8-10 minutes until golden brown and crispy.
Serve hot with your favorite dipping sauces.