From their profile: tap the menu and choose Block this user.
From a chat: open the menu and choose Block.
Blocking stops all contact between you, both ways, straight away. You disappear from each other's feeds, waves stop and any chat closes for both of you. They aren't told.
You can see and undo blocks in Settings, under Blocked profiles.