Visitors tab: will anyone see my username or entity ID on their "Visitors Page"?

No. The "Visitors Page" does not indicate who exactly visited your page by username or entity ID, likewise, when you visit a user's profile, he or she will not be able to see your username or entity ID on their "Visitors Page". The "Visitors Page" only signifies the viewer type, for example an agency or freelancer or both.