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Crypto Jrawan-前CEX研究员
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Crypto Jrawan-前CEX研究员

X(Twitter)同广场用户名|交易系统用AI来打造|前KOL、CEX研究员,目前为独立交易者,帮助你少走交易辛苦路与减少踩坑 | 定期直播|每日分享技术分析
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BNB Holder
Frequent Trader
5.4 Years
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410 Followers
434 Liked
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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. #量化交易 #TradingView #量化信号
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.

#量化交易 #TradingView #量化信号
PINNED
We'll be going live here from time to time to stream the charts + signal interpretations, no fluff. Last time, folks said they gained a lot—but those who didn’t follow missed out. I won’t give too much notice before going live, so make sure to follow to catch the action. 🔔 Follow → Don’t miss me!
We'll be going live here from time to time to stream the charts + signal interpretations, no fluff.

Last time, folks said they gained a lot—but those who didn’t follow missed out.

I won’t give too much notice before going live, so make sure to follow to catch the action.

🔔 Follow → Don’t miss me!
If you could go back to the first day of trading, what would you most want to tell yourself? My answer: “First learn position/risk management, then learn technical analysis.” Most people do it in the wrong order—learn candlesticks, indicators, and patterns first. You may be able to identify the direction correctly, but you still end up losing money. That’s because you haven’t done proper risk management. Even if you only have a 60% win rate, and pair it with a 2R risk/reward ratio, long-term you’ll still have a positive expected value. What’s your answer? #交易心法 #交易心理 #Cryptocurrency $BTC $XAUT $HYPE
If you could go back to the first day of trading, what would you most want to tell yourself?

My answer:

“First learn position/risk management, then learn technical analysis.”

Most people do it in the wrong order—learn candlesticks, indicators, and patterns first.
You may be able to identify the direction correctly, but you still end up losing money.

That’s because you haven’t done proper risk management.

Even if you only have a 60% win rate, and pair it with a 2R risk/reward ratio,
long-term you’ll still have a positive expected value.

What’s your answer?

#交易心法 #交易心理 #Cryptocurrency
$BTC $XAUT $HYPE
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做交易五年,让我付出最多学费的一件事: 不是看错方向。 不是选错币。 是没有系统的时候,我靠情绪交易。 行情好时:仓位拿得很满,觉得自己天才。 行情转差:频繁换方向,止损了又反手,最后两边挨打。 那段时间我翻自己的交易记录—— 赚钱时我总有理由,亏钱时我也总有理由。 问题不是理由对不对, 是我没有一套固定框架约束自己。 后来我强迫自己系统化—— 不管感觉多强烈,没有信号就不动。 痛苦了一段时间,但结果稳定了。 有系统和没系统,五年后的差距不在收益,在心态。 $BTC #交易心法 #系统交易 $BTC $XAUT $HYPE
做交易五年,让我付出最多学费的一件事:

不是看错方向。
不是选错币。

是没有系统的时候,我靠情绪交易。

行情好时:仓位拿得很满,觉得自己天才。
行情转差:频繁换方向,止损了又反手,最后两边挨打。

那段时间我翻自己的交易记录——
赚钱时我总有理由,亏钱时我也总有理由。

问题不是理由对不对,
是我没有一套固定框架约束自己。

后来我强迫自己系统化——
不管感觉多强烈,没有信号就不动。

痛苦了一段时间,但结果稳定了。

有系统和没系统,五年后的差距不在收益,在心态。

$BTC #交易心法 #系统交易
$BTC $XAUT $HYPE
Tell me about the trading mistake that left the deepest impression on me. That was when I was just starting to build quantitative trading systems. The system generated a short signal. I looked at it and thought, “The direction is wrong,” so I didn’t execute. As it turned out, if I had executed that trade, the profit factor would have been 4R. Even worse, later on I “made my own judgment” and went long—then I stopped out. That day made me realize something: I design the system because I don’t trust my intuition. If I don’t trust the system, what’s the point of having it? From that day on, I stopped “overriding” the system signals. #量化交易 #交易纪律 #system trading $BTC $XAUT $HYPE
Tell me about the trading mistake that left the deepest impression on me.

That was when I was just starting to build quantitative trading systems.

The system generated a short signal. I looked at it and thought, “The direction is wrong,” so I didn’t execute.

As it turned out, if I had executed that trade, the profit factor would have been 4R.

Even worse, later on I “made my own judgment” and went long—then I stopped out.

That day made me realize something: I design the system because I don’t trust my intuition.
If I don’t trust the system, what’s the point of having it?

From that day on, I stopped “overriding” the system signals.

#量化交易 #交易纪律 #system trading
$BTC $XAUT $HYPE
When building my first quant trading system, I stepped into three pitfalls. Pitfall 1: Overfitting The backtest looked ridiculously good, but once I went live, it fell apart. Reason: I tuned the parameters too closely to historical data. Pitfall 2: Ignoring trading fees In the backtest, I made $50 per trade—but in live trading, after fees, I only ended up with $15. That means returns were slashed by 70%. Pitfall 3: No stop-loss logic “Quant systems won’t do anything reckless.” Until one time the market moved and wiped out 20% in a single wave—I realized quant trading can still blow up. The SYS series was built slowly only after stepping into these three pitfalls. Without pitfalls, there’s no system. #TradingView #量化交易 #CryptoTrading $BTC $XAUT $HYPE
When building my first quant trading system, I stepped into three pitfalls.

Pitfall 1: Overfitting
The backtest looked ridiculously good, but once I went live, it fell apart.
Reason: I tuned the parameters too closely to historical data.

Pitfall 2: Ignoring trading fees
In the backtest, I made $50 per trade—but in live trading, after fees, I only ended up with $15.
That means returns were slashed by 70%.

Pitfall 3: No stop-loss logic
“Quant systems won’t do anything reckless.”
Until one time the market moved and wiped out 20% in a single wave—I realized quant trading can still blow up.

The SYS series was built slowly only after stepping into these three pitfalls.
Without pitfalls, there’s no system.

#TradingView #量化交易 #CryptoTrading
$BTC $XAUT $HYPE
A few key levels to watch for BTC today 07/24 Current price: $65,051 Resistance: in the upper 1–2% range (with prior dense trading) Support: around the lower 1.5% (rising trendline) Volume interpretation: If it breaks through resistance with increased volume → direction confirmed; you can follow. If price rises on low volume → wait for a pullback to reassess. Even days with no trades are a form of trading decision. $BTC {future}(BTCUSDT) #BTC #技术分析 #quantitative trading $BTC $XAUT $HYPE
A few key levels to watch for BTC today 07/24

Current price: $65,051

Resistance: in the upper 1–2% range (with prior dense trading)
Support: around the lower 1.5% (rising trendline)

Volume interpretation:
If it breaks through resistance with increased volume → direction confirmed; you can follow.
If price rises on low volume → wait for a pullback to reassess.

Even days with no trades are a form of trading decision.

$BTC
#BTC #技术分析 #quantitative trading
$BTC $XAUT $HYPE
Market Weekly Report | What is BTC telling us this week? Overall, this week BTC is showing a high-level consolidation pattern. Trading volume gradually shrank, indicating that both bulls and bears are waiting. Usually, there are two ways this pattern ends: 1. Trading volume suddenly expands → a direction is chosen 2. Continue ranging sideways until an external catalyst appears My current view: before the direction becomes clear, keep watching. Confirming later is the most labor-saving approach. #周报 #BTC #Market Analysis $BTC $XAUT $HYPE
Market Weekly Report | What is BTC telling us this week?

Overall, this week BTC is showing a high-level consolidation pattern.

Trading volume gradually shrank, indicating that both bulls and bears are waiting.

Usually, there are two ways this pattern ends:
1. Trading volume suddenly expands → a direction is chosen
2. Continue ranging sideways until an external catalyst appears

My current view: before the direction becomes clear, keep watching.

Confirming later is the most labor-saving approach.

#周报 #BTC #Market Analysis
$BTC $XAUT $HYPE
After trading for a day, say one sincere thing: The best trader isn’t the one who trades every day. It’s the one who knows when not to trade. Did you do that today? #交易心法 #CryptoTrading $BTC $XAUT $HYPE
After trading for a day, say one sincere thing:

The best trader isn’t the one who trades every day.
It’s the one who knows when not to trade.

Did you do that today?

#交易心法 #CryptoTrading
$BTC $XAUT $HYPE
What was the most expensive trading lesson you’ve ever learned? I’ll start: At the peak of the 2021 bull market, I added to my position when BTC was at 69,000, because “I felt it would keep going up.” Then we all know what happened next. That one trade taught me something: Making money is easiest in a bull market, but it’s also where most people plant the seeds of losses. What about you? Leave a comment and share your most costly lesson— these kinds of stories are more valuable than any analysis. #交易故事 #真实分享 #CryptoTrading $BTC $XAUT $HYPE
What was the most expensive trading lesson you’ve ever learned?

I’ll start:

At the peak of the 2021 bull market, I added to my position when BTC was at 69,000,
because “I felt it would keep going up.”

Then we all know what happened next.

That one trade taught me something:
Making money is easiest in a bull market, but it’s also where most people plant the seeds of losses.

What about you? Leave a comment and share your most costly lesson—
these kinds of stories are more valuable than any analysis.

#交易故事 #真实分享 #CryptoTrading
$BTC $XAUT $HYPE
I received a private message today. Someone said, “I’m always getting liquidated, or on the way to getting liquidated. I just want to learn from you.” Those words made me think for a long time. Because I’ve walked that road too. That feeling of resetting to zero again and again, and telling yourself, “Next time for sure,”—I understand it all too well. But his line—“I’m not that greedy. I just want to learn”— In a market full of leverage dreams, someone who can say that has already won half the battle, mentally. The ones who truly manage to survive in the market were never the smartest or the boldest gambler. It’s the one who stays low-key, and is most willing to admit when they’re wrong. If you’re also on the road, leave a comment and tell me which stage you’re stuck at. #交易心法 #加密货币 #Real sharing $BTC $XAUT $HYPE
I received a private message today.

Someone said, “I’m always getting liquidated, or on the way to getting liquidated. I just want to learn from you.”

Those words made me think for a long time.

Because I’ve walked that road too.
That feeling of resetting to zero again and again, and telling yourself, “Next time for sure,”—I understand it all too well.

But his line—“I’m not that greedy. I just want to learn”—
In a market full of leverage dreams, someone who can say that has already won half the battle, mentally.

The ones who truly manage to survive in the market
were never the smartest or the boldest gambler.

It’s the one who stays low-key,
and is most willing to admit when they’re wrong.

If you’re also on the road, leave a comment and tell me which stage you’re stuck at.

#交易心法 #加密货币 #Real sharing
$BTC $XAUT $HYPE
In 2023, my account hit zero once. Not because I got the direction wrong—because I added leverage and didn’t stop-loss. At the time, my logic was: “I analyzed it clearly; it’s definitely going to rebound.” But it simply didn’t rebound. That one time cost me two years’ worth of savings. Someone asked me how I dealt with my family back then. I said: I didn’t tell them. I carried it alone for three months. Those three months, I couldn’t sleep at all every day. My mind was only full of this: how to earn the money back. Later, I didn’t rush to make it back. Instead, I spent half a year rebuilding the system. And as a result, I became more stable. A liquidation isn’t the end—it’s the way it forces you to learn. Have you had an experience like that? #真实分享 #交易故事 #CryptoTrading $BTC $XAUT $HYPE
In 2023, my account hit zero once.

Not because I got the direction wrong—because I added leverage and didn’t stop-loss.

At the time, my logic was: “I analyzed it clearly; it’s definitely going to rebound.”

But it simply didn’t rebound.

That one time cost me two years’ worth of savings.

Someone asked me how I dealt with my family back then.
I said: I didn’t tell them.

I carried it alone for three months. Those three months, I couldn’t sleep at all every day.
My mind was only full of this: how to earn the money back.

Later, I didn’t rush to make it back. Instead, I spent half a year rebuilding the system.
And as a result, I became more stable.

A liquidation isn’t the end—it’s the way it forces you to learn.

Have you had an experience like that?

#真实分享 #交易故事 #CryptoTrading
$BTC $XAUT $HYPE
Why do I trust quantitative trading systems instead of “feelings”? Because feelings can deceive you, but data won’t. Looking back at my trading records from the past five years: · Two years of trading based on feelings: huge account fluctuations, and my mood was all over the place · Three years after becoming systematic: much more stable—even when there were losses, they were within expectations Quant trading isn’t a cure-all, but it does one very important thing: It prevents “emotions” from interfering with decisions. Signals come in, then act; if no signals come in, then wait. That’s it. Do you have a system of your own? #量化交易 #TradingView #system trading $BTC $XAUT $HYPE
Why do I trust quantitative trading systems instead of “feelings”?

Because feelings can deceive you, but data won’t.

Looking back at my trading records from the past five years:
· Two years of trading based on feelings: huge account fluctuations, and my mood was all over the place
· Three years after becoming systematic: much more stable—even when there were losses, they were within expectations

Quant trading isn’t a cure-all, but it does one very important thing:
It prevents “emotions” from interfering with decisions.

Signals come in, then act; if no signals come in, then wait.
That’s it.

Do you have a system of your own?

#量化交易 #TradingView #system trading
$BTC $XAUT $HYPE
Market Weekly Review | What Is BTC Telling Us This Week? Overall, this week BTC showed a high-level consolidation pattern. Trading volume gradually decreased, indicating that both the bulls and bears are waiting. Typically, there are two ways this kind of pattern ends: 1. Volume suddenly expands → direction is chosen 2. Continue ranging until an external catalyst appears My current view: keep observing until the direction becomes clear. Once confirmed, it’s the most effortless approach. #周报 #BTC #Market Analysis $BTC $XAUT $HYPE
Market Weekly Review | What Is BTC Telling Us This Week?

Overall, this week BTC showed a high-level consolidation pattern.

Trading volume gradually decreased, indicating that both the bulls and bears are waiting.

Typically, there are two ways this kind of pattern ends:
1. Volume suddenly expands → direction is chosen
2. Continue ranging until an external catalyst appears

My current view: keep observing until the direction becomes clear.

Once confirmed, it’s the most effortless approach.

#周报 #BTC #Market Analysis
$BTC $XAUT $HYPE
In today’s crypto market, one sentence summary: Waiting. BTC’s current move is like someone taking a deep breath— inhale, hold it in, ready to burst. But the problem is, you don’t know which direction it will blow. So my strategy is simple: wait until it chooses a direction, then get on board. No guessing—just follow. That’s the core of systematic trading. $BTC #BTC #交易策略 #system trading $BTC $XAUT $HYPE
In today’s crypto market, one sentence summary:

Waiting.

BTC’s current move is like someone taking a deep breath—
inhale, hold it in, ready to burst.

But the problem is, you don’t know which direction it will blow.

So my strategy is simple:
wait until it chooses a direction, then get on board.

No guessing—just follow. That’s the core of systematic trading.

$BTC
#BTC #交易策略 #system trading
$BTC $XAUT $HYPE
Happy weekend. I want to say to everyone who is still learning on the road— Just by learning, you are already stronger than most people. Most people aren’t learning; they’re just gambling. Keep going, take it slow. #週末 #交易心法 #加密貨幣 $BTC $XAUT $HYPE
Happy weekend.

I want to say to everyone who is still learning on the road—

Just by learning, you are already stronger than most people.
Most people aren’t learning; they’re just gambling.

Keep going, take it slow.

#週末 #交易心法 #加密貨幣
$BTC $XAUT $HYPE
A lazy guide to how changes in Federal Reserve policy affect the crypto market. Rate cuts → US dollar weakens → risk assets rise → crypto market benefits Rate hikes → US dollar strengthens → risk assets come under pressure → crypto market trades sideways But in reality, it’s more complicated: The narrative of BTC as “digital gold” is maturing, and traditional safe-haven logic is starting to apply to BTC. That means in the future, BTC’s price action may track more like gold, not simply a risk asset. This is a trend worth watching continuously. Do you think BTC today is more like “gold” or “tech stocks”? $BTC #美联储 #Macroeconomic analysis $BTC $XAUT $HYPE
A lazy guide to how changes in Federal Reserve policy affect the crypto market.

Rate cuts → US dollar weakens → risk assets rise → crypto market benefits
Rate hikes → US dollar strengthens → risk assets come under pressure → crypto market trades sideways

But in reality, it’s more complicated:
The narrative of BTC as “digital gold” is maturing,
and traditional safe-haven logic is starting to apply to BTC.

That means in the future, BTC’s price action may track more like gold,
not simply a risk asset.

This is a trend worth watching continuously.

Do you think BTC today is more like “gold” or “tech stocks”?

$BTC #美联储 #Macroeconomic analysis
$BTC $XAUT $HYPE
Let me ask you a question. Now BTC suddenly jumped 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 look at volume/liquidity, then make a decision D. Do nothing—wait for system signals There’s no standard answer, but your choice will tell me what kind of trader you are. Comment your choice and I’ll analyze it. $BTC #交易心理 #互动 $BTC $XAUT $HYPE
Let me ask you a question.

Now BTC suddenly jumped 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 look at volume/liquidity, then make a decision
D. Do nothing—wait for system signals

There’s no standard answer, but your choice will tell me what kind of trader you are.

Comment your choice and I’ll analyze it.

$BTC #交易心理 #互动
$BTC $XAUT $HYPE
Stop loss—is it admitting defeat? Many people don’t want to cut losses, because “as long as you haven’t sold, it doesn’t count as a real loss.” But the market doesn’t care about your mental accounting. A stop loss isn’t admitting defeat— it’s executing the rules you set before you emotionally got involved. You’re not losing to the market; you’re winning a moment of control over yourself. Only those who can cut losses can keep surviving in the market. Those who don’t will eventually give back all their profits—one day. Which kind of person are you? #CryptoTrading #交易心理 $BTC $BTC $XAUT $HYPE
Stop loss—is it admitting defeat?

Many people don’t want to cut losses, because “as long as you haven’t sold, it doesn’t count as a real loss.”

But the market doesn’t care about your mental accounting.

A stop loss isn’t admitting defeat—
it’s executing the rules you set before you emotionally got involved.
You’re not losing to the market; you’re winning a moment of control over yourself.

Only those who can cut losses can keep surviving in the market.
Those who don’t will eventually give back all their profits—one day.

Which kind of person are you?

#CryptoTrading #交易心理 $BTC
$BTC $XAUT $HYPE
Tell one thing that very few people know. During the time I was working as a KOL, I wasn’t actually happy. Every day I had to produce “professional-looking” content. And when I spoke honestly—sometimes the direction wasn’t even that clear, but the platform still needed you to give “a clear point of view.” After a while, you wouldn’t know whether you were analyzing, or simply performing analysis. Later, I stepped out and went back to independent trading. At first, my income was lower, but I could finally sleep. Now, every post I share on the square is based on my real observations and what I’ve done in practice. I put all the gains and losses down—no hiding. Not many people do things like this, but I think this is the right way. #真实分享 #KOL #交易故事 $BTC $XAUT $HYPE
Tell one thing that very few people know.

During the time I was working as a KOL, I wasn’t actually happy.

Every day I had to produce “professional-looking” content. And when I spoke honestly—sometimes the direction wasn’t even that clear, but the platform still needed you to give “a clear point of view.”

After a while, you wouldn’t know whether you were analyzing, or simply performing analysis.

Later, I stepped out and went back to independent trading.

At first, my income was lower, but I could finally sleep.

Now, every post I share on the square is based on my real observations and what I’ve done in practice. I put all the gains and losses down—no hiding.

Not many people do things like this, but I think this is the right way.

#真实分享 #KOL #交易故事
$BTC $XAUT $HYPE
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