Internet Information Removal Services
You would be surprised to know what kind of information can be found about you in search engines, people databases, social media and the deep web. You can do it yourself simply (or not so simply) by researching all the peoplefinder's and Intellius' and searching their opt out procedures. If you seek the assistance of a professional service, there are a few who offer to remove it for you. For whatever privacy concerns you may have, (though they cannot delete you from the NSA) Safe Shepherd is the go-to in domestic violence prevention for those who have issues with stalking, domestic violence, identity theft, fraud. Its true value though lies in using it before your public information becomes a problem.
Those interested in looking into it themselves we suggest not reinventing the wheel. There are resources out there for saving time compiling companies that aggregate and monetize this kind of information. Many have links with opt out pages (if available).