I just do not have any "edit" button neither option to change my "about me" from another stackExchange site.
Is that bug or something like that?
The profile is copied from the main site. Simply click on the main user link under your gravatar and edit your data there.
This behavior is the same on all Stack Exchange metas except Meta.StackOverflow, which is technically a completely separate site from Stack Overflow proper.