Preheat your oven to 400°F (200°C).
Wash the sweet potatoes thoroughly and pat them dry.
Using a spiralizer, spiralize the sweet potatoes into long, thin strands.
In a large mixing bowl, combine the olive oil, garlic powder, paprika, salt, and pepper. Add the spiralized sweet potatoes and toss until evenly coated.
Transfer the sweet potatoes to a baking dish and spread them out in an even layer.
Bake in the preheated oven for 40-45 minutes, or until the sweet potatoes are tender and slightly crispy.
Serve hot and enjoy!