Every single day there's probably somebody who puts a huge amount of money on a roulette square and comes out with a 36x return on their money .. for that day.
If this unsourced account is true, it must have been either heavily leveraged or an "accumulator" of a number of trades which had to come off perfectly. And with leverage you can lose more than you invest...