Preheat the air fryer to 400° F and lightly spray the air fryer basket with olive oil.
Remove the ends from the zucchini. Slice it down the center, lay the flesh side down on a cutting board and slice the zucchini into 4 strips (about 1 1/2 inch strips). Slice the strips in half horizontally to make 8 short zucchini fries.
Place the egg in a shallow dish. In another shallow dish mix together the pecorino romano, almond flour, paprika, garlic powder, onion powder, salt, and pepper.
Dredge each zucchini strip in the egg wash, then in the almond flour mixture. Place seasoned zucchini on a plate or baking sheet while you season the remaining zucchini. Lightly spritz the tops of the zucchini fries with olive oil.
Carefully place the zucchini fries in the air fryer basket and cook for 10-12 minutes, flipping halfway, until they are golden brown.
Notes
All purpose flour can be used instead of almond flour.