Bring a large pot of salted water to a boil.
Add pasta and cook according to box directions until al dente.
Drain pasta and add to a large mixing bowl.
Add olive oil to pasta and toss.
Add in grated Parmesan cheese, Italian seasoning, garlic powder, and crushed red pepper.
Toss to combine.
Preheat air fryer to 400 degrees F.
Add pasta to preheated air fryer, covering the bottom of the basket and not overlapping in the basket.
Cook for 4 minutes on 400 degrees F.
Toss and cook for another 4-5 minutes at 400 degrees F. until you have reached your desired crispness.
Continue until all pasta chips have been made.
Serve with marinara sauce for dipping.