Yes, you can. Preheat the air fryer to 350 for 5 minutes. Transfer the chicken to the air fryer basket breast-side up. Air fry for about 25 minutes, until the top of the chicken, is browned, then flip over, and cook for 25 minutes, until golden and crisp and brown all over and it reaches an internal temperature of 165º F.