Can an adult develop a milk rash?

Yes. You can develop a Milk rash at any age, regardless if you have eaten it your entire life. I just developed my allergy to dairy last month, and I am 42 years old. Drinking or eating it, gives me a full body rash and hives. Get a simple blood test for dairy, and it will tell you.