You can't fully delete your account due to bookkeeping needs, but you can deactivate or hide your shops anytime.
Just go to Public Shops in the Creator Suite, and you'll see options to either delete your shop, which removes all your designs and products or unpublish it to take everything offline without deleting, so you can come back to it later if you want.