You can have $(document).ready() multiple times in a page. The code gets run in the sequence in which it appears.
You can use the $(window).load() event for your code since this happens after the page is fully loaded and all the code in the various $(document).ready() handlers have finished running.
$(window).load(function(){
//your code here
});