I'd keep the mustache, but not the beard. You just get long beard hairs that aren't very dense. My husband is the same. He doesn't grow anything on his cheeks either.

However, you do look pretty young without. I'd maybe keep it trimmed instead of shaved. Leave 1/8-1/4" on there.

Also, love the purple hair!