Cook the pasta in boiling water until al dente, and drain well.
Preheat the air fryer to 400 degrees.
Add the cooked pasta to a mixing bowl, and drizzle with the olive oil.
Sprinkle the seasonings and half of the parmesan cheese over the pasta. Mix to combine well.
Place a single layer of the seasoned pasta in a well greased pan, and place in the air fryer for 8-10 minutes, shaking every few minutes to keep the pasta chips from browning too much or sticking.
Serve with marinara sauce for dipping if desired.