"Fashion design wo benkyoshini bangkok e/ni ikitaidesu" sounds natural. If you want to use "sumitai," you should say "Fashion design wo benkyo surutameni bangkok ni sumitaidesu."
You can say "-shini + iku", but you can't say "-shini + sumu." The latter doesn't make sense.