The AAD member directory is a dedicated for AAD members and is visible for members only. It is there to help you to connect with your colleagues in North America and even internationally.
You can view your member directory profile in Account / My profile / View member directory profile.
You can edit your member directory profile in Account / My profile / Edit member directory contact info. There you can control what information is visible to other members.