Why do I get big flakes of skin that peel off on the cheek near the sides of my nose and on my chin?

Seborrhea. Scaling and redness around the nose, and other areas of the face can be seborrheic dermatitis. A common treatment is low dose topical corticosteroids such as 0.5-1% cortizone (hydrocortisone) cream.