How to reduce irritation and swelling after shaving?

I am 17, I recently switched from a regular razor, to an electric razor, and after I shave, the skin where my mustache is, turns red, and gets irritated, and bumpy. How can I stop that from happening? I was told not to use shaving cream with an electric razor. Thanks!