how to add shortcode widget at end of main blog page

I would suggest using do_shortcode as mozboz suggested.
But I think that using the single.php file is a better way of doing it.
The template you should use will depend on how your theme is structured, but if the element is supposed to always display after a post then editing the main template is the best way to do it.

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