What I found was that this left a lot of the money invested in the portfolio laying around as extra cash.
If having extra cash doesn’t sound so bad to you, believe me, I agree completely.
But this was cash that could have been making our one-man hedge fund even more money.
The portfolio was getting amazing returns but it was sitting on an untapped goldmine of investable cash.
And while the Meta ML was doing the “right thing” with the portfolio …
… Cash is safe after all …
If a bull market were to spring up out of nowhere (like the mini-bull run that’s been happening recently) …
All those gains would be missed.
This isn’t a new problem.
Many hedge funds have come up against this barrier and found different ways to handle it.
Many of them return excess cash to their investors.
This is why top hedge funds often have a waiting list …
They don’t want more cash — they just want the cash they do have to make as much money as possible.
So I started thinking …
How we could solve the “problem” of having too much cash in your portfolio for a one-man hedge fund?
I soon realized that the answer was in the question.
If we had excess cash hanging around in our portfolio … why not just make multiple portfolios?
This idea had a domino effect that led to many insights and optimizations.
I’ll share them with you in the later lessons, including the outsized benefits of “true diversification.”
First, I want to make sure you’re clear on the base principle.
“Move excess cash to multiple portfolios.”
The basic idea is this:
Say you have 125 strategies … the way we had it before was you would put all 125 into one Meta ML.
It would pick the top ten or so strategies to trade.
But what I discovered is that by dividing the strategies …
… Based on any number of different factors, from inception date, annual growth rate, volatility, etc …
Into four or five different “buckets.”
You could set the Meta ML to treat each bucket as a different portfolio.
After applying this the difference was immediately visible.