After you create your project, navigate to the "Team" tab. In this page you can see:
Your own profile - the "Project Owner" who is the admin for the project
The invite user dialogue area
You can invite users to join your team either with their email address or their Task username.
Invited users are listed in this area - when the user accepts the invite they will then be listed in the team in the left hand side.