This is called arbitrage trading and it is done all the time.  However, sometimes the trading volume isn't that great so the profits are minimized but there still is profit from doing this.  The key is to execute the trade immediately when you see the huge price difference.  Buy on one and sell on the other immediately.  Depending on exchanges and crypto, sometimes it takes a while for your coins to confirm.