Using AI to Build Trading Systems

Current Systematic Positioning:

  • Long S&P 500 ($ES Emini Futures)
  • Short Gold ($GC Gold Futures)
  • Long Mexican Peso ($6M Futures)
  • Long Soybeans ($ZS Futures)
  • Short Corn ($ZC Futures)
  • Long Bitcoin (BTCUSD Spot) + Added another leg long this week

Current Performance:

  • Macro Ops Portfolio: +7.9% year to date
  • S&P 500 Index: -3.31% year to date

Our focus on the Macro Ops portfolio is to achieve low volatility, uncorrelated outperformance to the index.

Check and check.

I’ll get into a little more detail about our Bitcoin positioning, but first I want to let you know that the Trading Thunderdome starts on Monday – and this time it’s different!

The next cohort of The Trading Thunderdome is going to be focused on using AI and LLM’s:

  • Using AI to build and test trading systems (no coding required)
  • Building live dashboards for tracking markets, trades, PnL, setups, and market regimes
  • Automating research, data analysis, and journaling
  • Structuring your entire trading business with tools that run while you sleep

Over the years, we’ve helped traders build systems from scratch, test ideas, refine edges, and structure real trading businesses. But the way we do all of that is going to get a LOT better.

Why?

This isn’t just about trading ideas. This is about building the infrastructure that powers a real, repeatable, edge-driven trading business.

AI isn’t here to replace traders. But they will absolutely replace the ones who don’t learn how to use them.

You don’t need to be a coder.

You just need to be willing to build.

We’ll show you how. We’ll use all sorts of tools, free tools, paid tools, we’ll go down rabbit holes, we’ll have a lot of fun learning this stuff.

The new cohort starts tomorrow.

If you want in, now’s the time.

You can join here, and get started with us on Monday

Now let me show you what I built.

The reason we added to our longs in Bitcoin is through the work I’ve done building that system with AI.

There are a million different things happening in the markets every single day.

Earnings. Economic Reports. Headlines. Wars. Cease Fires. Rumors of Wars. Rumors of Cease Fires. Elections. New AI product releases. Tariffs on, Tariffs off.

I could be tempted to use LLM’s to help me with that, and I have some examples of them giving me ideas of strategies to build and test out based on future outcomes.

But none of it is part of my trading.

By the time you’ve gotten the news, the markets have already reacted…over reacted.

Sure an unexpected headline can cause a loss (or a win) on a trade, but it shouldn’t be anything that takes you out of the game, if you are sizing your trades correctly.

Trading is about finding an edge, knowing when that edge can be exploited, and by how much. No one strategy will work in every market all the time, so the critical element is to find out when it works.

For example, you will get sliced to pieces if you try to trade a breakout/trend strategy in a mean reverting market. What about trying to fade a rally, or catch a falling knife in a firmly established trend environment.

The point is, you want to be playing the right game at the right time.

That doesn’t mean that every trend trade you do in a trending market is going to work out, but your chances of performing better overall, are a lot higher.

With all that in mind, we just got our buy signal on Bitcoin this past week.

This is the Risk On signal, the “now it’s trend time” signal for all of crypto.

This is why we added to our previous mean reversion long signal earlier, one system (a mean reversion system) “bought the dip”, meanwhile it then moved into a new trend long.

The way this works is we get our big overall signal that Bitcoin is in a long only momentum phase and that is a longer term overall signal.

You can take that information and just go buy Bitcoin if you like, or not, but that’s just one part of it.

The Crypto Momentum system, and that’s the system I’m talking about here, is either ON or OFF .

This was the ON signal.

And sure catching moves like buying Bitcoin at 25k and selling it 200% or 300% higher is cool, but that’s not the main part of the system.

As Bitcoin rises, traders start growing their accounts. Crypto as a whole starts to become more interesting. Traders start looking at new projects, speculating which will be the next Solana or Ethereum.

And that kicks off buy signals in different crypto sectors, like AI, Layer 2, De-Fi etc…

The Crypto Momentum System identifies those, and that’s where the big returns are.

The last time we got this signal was October 2023, we 15-20x’ed our crypto accounts using the Crypto Momentum System all through the end of 2024 when we got the sell signal at the peak.

Once we got our sell signal in the different crypto sectors, it was brutal to be a bull.

Some sectors lost -30%, -50% even as high as -88% (Large Cap Meme coins were hit the worst) immediately after we got the sell signal.

If you were trading the Crypto Momentum System with us you would’ve been in for all the fun, and gotten out before it got ugly.

Again, we want to be trading the right system at the right time.

Now is that time!

Comparing the previous two bull markets, 2016-2018 and 2019-2021 to where we are today. If history is a guide, and by the way it’s just a suggestion more than anything, the next 200 days for Bitcoin are the strongest.

Every 4 years +/-, Bitcoin halves the amount of block rewards, that is how many Bitcoins are rewarded to miners each 10 minute block.

Meaning the supply of new Bitcoin coming into the market is reduced by 50% every four years. This has typically led to a 600’ish day rally in the crypto market.

The last halving was April 2024, we are about 400 days in.

In this chart you can see how Bitcoin has performed in the two previous post halving cycles, the white line chart is our current Bitcoin % returns after the last halving.

As you can see we still have a pretty nice opportunity, and this last period is a strong period ahead.

The biggest % gains happen in the last part of the post halving cycle, but it isn’t just Bitcoin, it’s the alt coins where the real high flyers are.

This week, we received our first buy signal in one of the Alt sectors we follow.

What a perfect time to happen, just after a big correction in traditional markets.

Everyone is nervous, cautious, maybe even on the sidelines.

I say It’s the ideal time, because everyone is off the train when it leaves the station…and they’ll have to chase it to get back on.

This is why we have systems. To do the right thing when it doesn’t seem like the right thing to do.

Setups for next week

We are well positioned in the Quant book now, there’s only one trade I’m seeing with a potential entry.

We got filled on our Gold short last week. It isn’t me calling the top in Gold, it’s simply a mean reversion trade using my Curvy mean reversion trading system.

The long S&P via $ES Futures went long at about 5300, currently 5710. This is a slow trend long trade and will look to add to our position as the system tells us to, adjusting for risk all along the way.

I was asked by a lot of people when I put this trade on and since, how I had the courage to buy it when the market was so bearish…

It wasn’t courage by any means. This was simply a textbook systematic trade, using exact risk management for entries, stop placement and position sizing.

If you are interested in the strategies that I use and go a lot deeper into building your own systems like this you can work with me on building out your trading business in the Trading Thunderdome (we’re starting a new cohort next week).

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Brandon Beylo

Value Investor

Brandon has been a professional investor focusing on value for over 13 years, spending his time in small to micro-cap companies, spin-offs, SPACs, and deep value liquidation situations. Over time, he’s developed a deeper understanding for what deep-value investing actually means, and refined his philosophy to include any business trading at a wild discount to what he thinks its worth in 3-5 years.

Brandon has a tenacious passion for investing, broad-based learning, and business. He previously worked for several leading investment firms before joining the team at Macro Ops. He lives by the famous Munger mantra of trying to get a little smarter each day.

AK

Investing & Personal Finance

AK is the founder of Macro Ops and the host of Fallible.

He started out in corporate economics for a Fortune 50 company before moving to a long/short equity investment firm.

With Macro Ops focused primarily on institutional clients, AK moved to servicing new investors just starting their journey. He takes the professional research and education produced at Macro Ops and breaks it down for beginners. The goal is to help clients find the best solution for their investing needs through effective education.

Tyler Kling

Volatility & Options Trader

Former trade desk manager at $100+ million family office where he oversaw multiple traders and helped develop cutting edge quantitative strategies in the derivatives market.

He worked as a consultant to the family office’s in-house fund of funds in the areas of portfolio manager evaluation and capital allocation.

Certified in Quantitative Finance from the Fitch Learning Center in London, England where he studied under famous quants such as Paul Wilmott.

Alex Barrow

Macro Trader

Founder and head macro trader at Macro Ops. Alex joined the US Marine Corps on his 18th birthday just one month after the 9/11 terrorist attacks. He subsequently spent a decade in the military. Serving in various capacities from scout sniper to interrogator and counterintelligence specialist. Following his military service, he worked as a contract intelligence professional for a number of US agencies (from the DIA to FBI) with a focus on counterintelligence and terrorist financing. He also spent time consulting for a tech company that specialized in building analytic software for finance and intelligence analysis.

After leaving the field of intelligence he went to work at a global macro hedge fund. He’s been professionally involved in markets since 2005, has consulted with a number of the leading names in the hedge fund space, and now manages his own family office while running Macro Ops. He’s published over 300 white papers on complex financial and macroeconomic topics, writes regularly about investment/market trends, and frequently speaks at conferences on trading and investing.

Macro Ops is a market research firm geared toward professional and experienced retail traders and investors. Macro Ops’ research has been featured in Forbes, Marketwatch, Business Insider, and Real Vision as well as a number of other leading publications.

You can find out more about Alex on his LinkedIn account here and also find him on Twitter where he frequently shares his market research.