moeymo1
He also missed out on massive tech company losses.
There is no shame in a market performance when zero interest rates have caused people to chase crypto, GME, and other money-losing businesses. People are in the process of finding out how, say, AMC or TSLA will do when there is a actual cost of money.
(edit: spelling)
However, his write up is completely devoid of talk of risk (beta is not risk), bankroll, Kelly sizing, etc. This is integral to understanding the trade.
For example, he could have a successful strategy that works in small lots. However, absent from nearly every ML model is the impact on sizing up. As soon as you post a sizable bid, the market will lean against you, and the edge evaporates. Same if you cross bid-ask, plus you're now giving up edge. ML cannot take this into account, at least not very easily and with the usual models.
Most programmers with models like this fall into this last category.
They are very smart. And weird. During my final round with the CTO I was waiting for him in his office on a couch. The couch was in a living room-like area of the office. After a few minutes of waiting I turned around. The CTO was sitting there staring at me; I've no idea for how lone. I stared back, then said "hi, I'm moeymo1. Are you Mr. X?" We started the interview.
They are conservative because the owners "like getting their dividend check and eating caviar" I was told. Apparently they tried to expand internationally in the 1970s when an employee wanted to move home and start a warehouse there. It turns out "home" was Iran, and the warehouse and its contents were seized after the revolution. That apparently put them off international expansion for a very long time.
They can pay big bonuses like financial firms. I didn't take the offer because they were too odd. Years later I ran into a woman that used to work there. Apparently they are super, um, not nice to women, at the exec level. She left for Grainger.
Can be achieved by chance alone.
If not chance, I can give you a strategy that would be highly likely to achieve such a result: it would take a lot of risk though!
I love it when people post this stuff to HN. Naive people try it, loose a bundle to market makers, then go back to their day job.
Goldman Sachs tried to end-run around this limitation with Facebook, but failed: https://www.theguardian.com/business/2011/jan/17/goldman-sac...
There are other restrictions: you cannot sell shares of a privately held company unless the prospective buyer makes over 250k per year or has a net worth of $1 million.
All of the above are SEC rules. There are numerous other hurdles.