After months of work, I’ve leveraged AI to craft 3 BTC futures quant signals, and today they’re officially open for subscription.
Each strategy has its own role: · SYS03 EMA Triple Pulse — Tracks mid-term trend waves, with 54 trades over the past year, profit factor of 1.46 · SYS05 Volatility Energy Breakout — Bollinger Bands + Keltner Double Compression, capturing energy explosions, profit factor of 1.49 · SYS06 RSI Divergence Reversal — Only 15 trades in the past year, win rate of 66.67%, profit factor of 3.57, with a max drawdown of just 0.25%
All backtested on TradingView, so you can replicate the numbers yourself, no need to take my word for it.
Each signal includes: ✓ Real-time annotations for entry direction + SL / TP levels ✓ TradingView alerts pushed directly, getting notified of entry price / stop-loss / take-profit without having to watch the charts ✓ Backtest version for historical performance verification
Background: Former KOL team & CEX researcher, now independently developing trading systems.
If you're interested, DM me on X (Twitter) to learn about the subscription options, spots are limited, first come, first served.
If you could go back to the first day of trading, what would you most want to tell yourself?
My answer:
“Learn position/risk management first, then learn technical analysis.”
Most people do it in the opposite order—learn candlesticks, indicators, and patterns first. You might be able to see the direction correctly, but you still end up losing money.
The reason is: you haven’t done risk management.
Even if you only have a 60% win rate, paired with a 2R risk-reward ratio, profitable expectation over the long run is still possible.
Traded for five years—the one thing that cost me the most in tuition:
It wasn’t misreading the direction. It wasn’t picking the wrong coin.
It was trading based on emotion when I didn’t have a system.
When the market looked good: I’d carry heavy positions, feeling like a genius. When things turned worse: I’d frequently switch directions, stop out and immediately flip, and end up getting hit on both sides.
During that period, I went back through my trade records— When I made money, I always had a reason. When I lost money, I also always had a reason.
The issue isn’t whether the reasons are right or wrong— I just didn’t have a consistent framework to restrain myself.
Later, I forced myself to become systematic— No matter how strong my feelings were, if there was no signal, I wouldn’t move.
It was painful for a while, but the results became stable.
With a system versus without one, the gap after five years isn’t in returns—it’s in mindset.
In early 2024, BTC surged with heavy volume near 58,000.
A friend of mine checks charts every day and tells me, “Wait—let’s see for a bit longer, until the signal is clearer.”
When it rose to 62,000: “It’s moving too fast. Wait for a pullback.”
When it hit 68,000: “Buy after it pulls back. No rush.”
When it reached 73,000: “I couldn’t stand it anymore—I FOMO’d and chased in.”
Then BTC started to correct and fell back to 60,000.
He said he wasn’t losing those amounts of money— he was losing this: He saw the opportunity at 58,000, but because he kept waiting for a “more certain signal,” he missed the best entry.
I asked him, “What are you waiting for?” He said, “A signal that won’t be wrong.” I said, “That kind of signal doesn’t exist.”
In trading, “waiting for something more certain” often ends up delivering a “higher cost.”
When I built my first quantitative trading system, I stepped into three pitfalls.
Pitfall 1: Overfitting Backtests looked unbelievably great, but once I went live, it all fell apart. Reason: I tuned the parameters too precisely to match the historical data.
Pitfall 2: Ignoring trading fees In backtests I earned 50 bucks per trade, but after fees on live trading I only had 15 bucks left. My returns were cut by 70% straight away.
Pitfall 3: No stop-loss logic “Quant systems won’t do anything reckless.” Until one market move wiped out 20% in a single wave—I realized quant systems can still blow up.
The SYS series was built slowly after I’d stepped into these three pitfalls. Without pitfalls, there would be no system.
Market Weekly Report | What is BTC telling us this week?
Overall, this week BTC shows a high-level consolidation pattern. Trading volume gradually shrinks, indicating both bulls and bears are waiting.
Typically, there are two ways this formation ends: 1. Trading volume suddenly expands → a direction is chosen 2. Continue ranging until an external catalyst appears
My current judgment: before the direction is clear, keep observing.
Once confirmed, it’s the most effortless approach.
Now BTC suddenly surged 5%. What’s your first reaction?
A. Buy immediately—I don’t want to miss out B. Wait for a pullback to enter C. First check the volume/market activity, then decide D. Do nothing, wait for system signals
There’s no standard answer, but your choice will tell me what kind of trader you are.
Leave a comment about your pick, and I’ll analyze it.
Someone said: “I’m always getting liquidated, or on my way to getting liquidated. I just want to learn from you.”
That line made me think for a long time.
Because I’ve walked that road too. I know that feeling—resetting to zero again and again, and telling yourself “next time for sure.”
But his sentence—“I’m not that greedy, I just want to learn”— In a market full of leverage dreams, the person who can say that has already won half the mindset battle.
The ones who truly manage to survive in the market are never the smartest or the most willing to take big gambles.
It’s the most low-key, the one who’s most willing to admit when they’re wrong.
If you’re also on the way, leave a comment and tell me which stage you’re stuck at.
The market is always there, and opportunities are every week. But your mindset is your most important asset.
If your mindset gets chaotic—everything you look at seems like an opportunity, and the results turn out to be traps. If your mindset is steady—when opportunities come, you can see them clearly.
Now BTC suddenly jumps 5%. What’s your first reaction?
A. Buy immediately—I don’t want to miss out B. Wait for a pullback to enter C. Check the volume first, then decide D. Do nothing—wait for system signals
There’s no right or wrong answer, but your choice will tell me what kind of trader you are.
Just starting out: can't wait to double my stack every day. After a year: learning to wait for the signals. After three years: realizing that 'not trading' is a skill in itself.
The market isn't going anywhere; opportunities pop up every week. But your capital? A single misstep could wipe it out.
Don’t rush with a 'quick' mindset; adopt a 'slow and steady' strategy. Don’t gamble with guesses; execute trades based on patience.
At the start of 2024, BTC surged near 58,000 with high volume.
A buddy of mine checks the charts daily and keeps telling me, "Just wait, let’s see clearer signals."
When it hit 62,000: "Feels too fast, waiting for a pullback." When it hit 68,000: "I’ll jump in after the pullback, no rush." When it hit 73,000: He couldn’t hold back anymore and FOMO'd in.
Then BTC started to pull back and dropped to 60,000.
He said it’s not the money he lost — it’s the missed opportunity: he clearly saw the chance at 58,000, but by waiting for "more certain signals," he missed the best entry.
I asked him: What are you waiting for? He said: Waiting for a signal I won’t regret. I told him: That kind of signal doesn’t exist.
In trading, waiting for "more certainty" often leads to "higher costs."
A lot of folks ask me: what's better, quant trading or manual trading?
My answer: it depends on who you are.
If you can do: ✓ Strictly stick to your stop losses ✓ Not let emotions cloud your decision-making ✓ Maintain discipline over the long haul
→ Manual trading can work out just fine.
But if you catch yourself: ✗ Always saying "just one more moment" before hitting that stop loss ✗ Doubling down when you win and trying to chase your losses when you lose ✗ FOMOing into trades just because you see others making bank
→ You need a system to keep yourself in check.
Quant trading isn't about being smarter; it's about being more disciplined.