Hi @nishantyedla. Welcome to the CircleCI community!
Due to a limitation of the Bitbucket API, it is currently not possible to restrict contexts with Bitbucket organizations/groups.
I strongly recommend adding your vote to this existing feature request.
With the above said, you could implement a workaround similar this one, however it is important to note that such implementation doesn’t offer the security aspect that restricted contexts provide.