Quant X Tribe (Next Level)
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A living lab where investors journey through QUANT via IBOT → Ideation, Backtest, Optimize, Trade.

We stand for:
Risk before reward | Data before opinions | Tribe before self

Disclaimer: Educational only, not financial advice.
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⏰ Our sponsor, Sean Seah, is speaking in 5 minutes.

If you want to make a change, improve your results, or simply make the most of the final 90 days of 2026 — don’t miss this.

Sean will be sharing a powerful method to help you think differently, take action and make these final 90 days count.

This is happening at Invest 360: The Final Sprint.

5 minutes. See you inside.

Miss it, and you miss it. 🚀

👉 Join now
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Don't be afraid to vote guys! We're all here to learn and this helps us to figure out what more we can give to help everyone grow as a Tribe❤️
Hey Tribe, Eri here againn🫶

I have one more reason you’ll want to join us tomorrow 👀

For the first time, we’re bringing in a brand-new guest speaker you guys have never seen at a Tribe session before 🥳

And they’re not coming in just to share more theory.

You’ll be learning IBOT, the 4-step system behind every strategy we share, so you can take a trading idea and find out whether it has real evidence behind it—or whether it simply got lucky 😭

You’ll also learn how to use AI to turn your strategy rules into a TradingView script, even if you have zero coding experience 🙌

By the end of the session, you’ll know how to:

✅ Test a strategy against historical data
✅ Separate genuine evidence from luck
✅ Turn your own trading rules into something testable
✅ Follow your system instead of second-guessing it

📌 From Guessing to Evidence: Everyday Quant Trading

📅 Tomorrow, 6 October 2026
🕒 7:30PM SGT
💻 Zoom

New speaker, practical system, and something you can apply to your own trading straight after the session 👇

Register here:
https://zoom.us/meeting/register/YLLvPWiuSqu22rHtrBg7Rg

See you tomorrow, Tribe 🫶
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Hey Tribe, Eri hereee🫶

IT’S SESSION DAYYY!! 🥳🔥

Our brand-new guest speaker is joining us for the first time tonight 👀

You’ll walk away with a 4-step process to test whether a strategy has real evidence behind it—and learn how AI can turn your trading rules into a TradingView script with no coding 🙌

📌 From Guessing to Evidence: Everyday Quant Trading
🕒 Tonight, 7:30PM SGT
💻 Zoom

Register here👇
https://zoom.us/meeting/register/YLLvPWiuSqu22rHtrBg7Rg

React with 🔥 if you’re attending tonight!!
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We begin in 10 minutes! See you guys there~~
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We've started our session for tonight with our new speaker!! Come and join to find out who it is 👀
AND THATS A WRAP🥳

We've ended the session for tonight and we'll upload the recording along with the slides once it has processed!

If you found the session tonight valuable let's thank Joe Ee for her sharing tonight with a ❤️ 👇👇

The more we see from you guys, the more it keeps us going! 🏃‍♀️🏃‍♂️

Let us all keep growing together as a tribe!🦾📈
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Hey Tribe, Eri here 🫶

139 of you showed up last night after a full work day — thank you 🙌

Our first-time guest speaker Joe Ee taught us IBOT, the 4-step pipeline behind everything we share 👇

1️⃣ Ideation — Use AI to turn a vague strategy into exact rules: entry, exit, indicator settings, risk rules. No more "buy when RSI is oversold" with no exit plan.

2️⃣ Backtest — Ask AI to write a TradingView Pine Script, paste it in, and read the strategy tester. No coding needed.

3️⃣ Optimise — Look for robust parameters, not perfect ones.

4️⃣ Trade — Automate it with TradingView alerts, or full webhook automation on a paid account.

⚠️ Her biggest warning — overfitting

RSI 30 gave 48%. Move it to 29 and it drops to 1%. To 28, –2%. That strategy only works at one exact number.

Her robust version did 18–21% across the whole range. Aim for the range, not the peak.

📊 The 4 numbers to check before using real money

✅ Profit factor (above 1)
✅ Max drawdown (must match your risk appetite)
✅ Sample size (at least 30 trades)
✅ Expectancy (dollar value per trade)

🎯 Your homework

Pick one strategy, ask AI to turn it into clear rules, backtest it, then read the numbers. That's it — 4 steps, and you can start today.

If you were one of the ~80% who typed "NY" last night, you haven't run IBOT yet. Start now 😭

👀 Next session is about two weeks out — keep your eyes peeled

React with 🔥 if you're starting your 4-step plan this week!!
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This trading strategy is so simple yet effective

https://www.instagram.com/reel/DedXKKYSaYA/?mdxt=amgzNTRlOW5wb3U=

Get the full research in this post
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[This simple SPY strategy won 77% of its trades… for 33 YEARS 🤯]

📊 320 trades since 1993
✅ Won 3 out of every 4
⏱️ Held about 4 days each
📉 Worst drop: just -14% (the market fell -55%)

The rules are so simple you could follow them on your phone 👀

🎥 Watch the video and comment STRATEGY to get the full rules 👉 https://www.instagram.com/reel/Ded1auxSHKM/

Backtested results. Not financial advice.
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[All 32 momentum strategies made money… over 25 YEARS 🐇]

📊 NYSE & AMEX stocks, 1965–1989
✅ Every one of 32 winner-minus-loser tests was positive
📈 Best setup: ~1.31% a month (12-month winners, held 3 months)
⏳ It fades — winners gave back more than half after year one

The hare keeps winning… but only for about a year 👀

🎥 Watch the video and comment PAPER to get the full paper 👉 https://www.instagram.com/reel/DegawSiy_yC/

Educational content. Not financial advice.
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[Buy the panic, sell the bounce: 3.4-day trades that won 77% of the time 📉➡️📈]

📊 265 trades since 1993
✅ More than 3 out of every 4 trades were winners
⏱️ Average hold: just 3.4 days
🛡️ Worst drop: -15%, while SPY itself fell -55%

One old-school indicator… and it's still holding up 👀

🎥 Watch the Reel and comment STRATEGY on Instagram (not here) to get the full rules in your DMs 👉 https://www.instagram.com/reel/Dei-uZrS7rE/

🔥 Want more strategies like this? Hit 🔥 below!

Backtested results. Not financial advice.
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[While markets crashed in late 2008, this simple trend rule was cashing in 🐘💥]

🌍 Tested on 58 futures markets: stocks, currencies, commodities and bonds
✅ Trend profits were positive in every single one of the 58
📈 Sharpe ratio above 1, roughly 2.5x the stock market's
💥 Some of its biggest profits came in Oct to Dec 2008

An elephant, a goldfish, and one rule most investors ignore 👀

🎥 Watch the Reel and comment PAPER on Instagram (not here) to get the full paper in your DMs 👉 https://www.instagram.com/reel/Delj-_5ybF3/

🔥 Want more research breakdowns like this? Hit 🔥 below!

Educational content. Not financial advice.
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[One number told us when to buy the Nasdaq… 814 times 🔢🚀]

📊 814 trades on QQQ since 1999
✅ 2 out of every 3 trades were winners (67%)
⏱️ In and out in about 3.3 days on average
🛡️ Worst drop: -55%, while QQQ itself crashed -83%

No news, no gut feel, no staring at charts all day. Just one number at the close 👀

🎥 Watch the Reel and comment STRATEGY on Instagram (not here) to get the full rules in your DMs 👉 https://www.instagram.com/reel/DeoIaQQyrAv/

🔥 Want more strategies like this? Hit 🔥 below!

Backtested results. Not financial advice.
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Hey Tribe, Eri here 🫶

It’s Sunday night, so let me ask about your week 👀

How many times will you check your charts at work this week?

You already know the answer 😭

This one’s for everyone who trades part-time but works full-time. One eye on the market, half-present in both.

And yes, we have a very special speaker. That’s all I’m allowed to say 🤐

You’ll learn the 3-level ladder: Chat → Skill → Agent. Same levels in Claude, ChatGPT or Gemini.

📌 Reclaim Your Focus: How AI Runs Your Trading Workflow While You Work

✅ Take a strategy from idea to code to backtest, live. No coding needed
✅ Turn your best prompts into a reusable pre-market brief, built live
✅ Set up a 7am brief that hits your phone before you reach the office
✅ Where the hard line sits: AI monitors, you approve and execute

The edge isn’t more screen time. It’s a better system 🙌

📅 Tuesday, 20 October 2026
🕒 7:30PM SGT
💻 Zoom
🔗 Register here: https://zoom.us/meeting/register/RL03n31RTeKUlIH4t1-Qmw

See you Tuesday, Tribe 🫶
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[This dip-buy rule closed 3 out of every 4 trades in profit… usually in under 4 days ⚡]

📊 320 trades backtested since 1993
✅ 77% of trades were winners
⏱️ Average hold: under 4 days
🛡️ In the market just 15% of the time, worst drop -14% while SPY fell -55%

Simple enough to fit on a sticky note… and the next episode tests whether a stop loss helps or hurts it 👀

🎥 Watch the Reel and comment STRATEGY on Instagram (not here) to get the full rules in your DMs 👉 https://www.instagram.com/reel/Dep74AkybwP/

🔥 Want more strategies like this? Hit 🔥 below!

Backtested results. Not financial advice.
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[Fund managers married to executives picked better stocks in one industry… their spouse's 💍📈]

👥 1,656 US fund managers linked to their spouses' jobs, 2003–2022 (working paper)
📈 Funds run by managers with executive spouses earned up to 0.32% more a month (gross)
💍 Their stock buys in the spouse's industry beat their peers' by 4.30% the next quarter
🔍 Outside that industry? No clear edge

A lovebird, a parrot, and the quiet power of dinner table talk 👀

🎥 Watch the Reel and comment PAPER on Instagram (not here) to get the full paper in your DMs 👉 https://www.instagram.com/reel/Deqt1AHSqDn/

🔥 Want more research breakdowns like this? Hit 🔥 below!

Educational content. Not financial advice.
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