There is no cure for food allergies. However, it is possible to outgrow the allergy and eventually acquire tolerance. This is only after sensitization has occurred.
One hiccup with this is that growing a natural tolerance might be a little more infrequent for food allergens. In this case, you can opt for immunotherapy to give your immune system a fighting chance and change how it responds to the allergen.