Milk rashes

Hi, my lo keeps putting his hands in his mouth and then touches his whole face including the eyes. Now, theres rashes on both his upper eyelids. How do I prevent this from happening? He keeps scratching them , especially when he is trying to fall asleep. Very stressful to watch. Isit supposed to be itchy too? What can I do?