Tap the […] button top right of their profile or Chat and then select Block and choose I just don't want them to see me to anonymously block them.
They will never be able to see your profile or message you on Muzz at all, and will not be notified of this action.
If you have questions about how Muzz works, or need technical troubleshooting help, please check out our Help & Support page.