Preheat air-fryer to 400 F. Cut chicken into 1-inch pieces. In a shallow dish, whisk together eggs and milk. In another shallow dish, combine breadcrumbs and parmesan cheese.
Dip each chicken nugget into the egg mixture, then fully coat in the breadcrumb mixture. Air-fry in batches for 7-8 minutes per batch.