Don't strip out existing GET parameters

I have an API requiring several GET parameters with the same key. Can't make a $data PHP array like that, and can't do something like array('param'=>$value1.'&param='.$value2) because it would get escaped by the http_build_query(). So I put it manually in the URL and do not want it stripped if I add other params via the usual way.