No, the extension only extracts ad information from your Facebook timeline as you are reading it. Apart from the minimal information requested when you install the extension (which I believe you may be able to skip) they don't capture anything personally identifiable.

Their privacy policy is here: https://whotargets.me/privacy-policy/