We're currently working to improve this process and make it easier and better integrated.
In the meantime, you can work around this by following these steps:
1: Log in to your profile settings page with the nickname that is the room owner account and go to the "My Room" tab
2: Click the "Room Settings" link
3: Click to the "Profile" tab
4: Click "Update tags, set a picture or edit profile"