Finding contacts in ones own network on Connections can get hard sometimes. An option to add information to contacts that can only be seen by yourself would be helpful. For example one could add information about where you first met.
I would prefer a private tagging feature, that makes it possible to add tags to your contacts profiles only visible to yourself. Another possible solution would be to group contacts into groups (only visible by yourself).