A light chemical peel will not remove any hair or destroy/remove the hair follicle. The only treatments to destroy the hair follicle would be Laser Hair Removal or Electrolysis. Some treatments like Dermal-planning can shave the hairs, but they will quickly return as the follicle was not destroyed or affected in any way.