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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.
Ko'proq ko'rsatish📈 Telegram kanali Quant X Tribe (Next Level) analitikasi
Quant X Tribe (Next Level) (@quantxnextlevel) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 14 799 obunachidan iborat bo'lib, Iqtisodiyot & Moliya toifasida 8 355-o'rinni va Singapur mintaqasida 208-o'rinni egallagan.
📊 Auditoriya ko‘rsatkichlari va dinamika
невідомо sanasidan buyon loyiha tez o‘sib, 14 799 obunachiga ega bo‘ldi.
23 Iyun, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 372 ga, so‘nggi 24 soatda esa 26 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.
- Tasdiqlash holati: Tasdiqlanmagan
- Jalb etish (ER): Auditoriya o‘rtacha 13.55% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 6.98% ini tashkil etuvchi reaksiyalarni to‘playdi.
- Post qamrovi: Har bir post o‘rtacha 2 005 marta ko‘riladi; birinchi sutkada odatda 1 033 ta ko‘rish yig‘iladi.
- Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 9 ta reaksiya keladi.
- Tematik yo‘nalishlar: Kontent alpha, volatility, breakdown, tribe, portfolio kabi asosiy mavzularga jamlangan.
📝 Tavsif va kontent siyosati
Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida ta’riflaydi:
“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.”
Yuqori yangilanish chastotasi (oxirgi ma’lumot 24 Iyun, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli bo‘lib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Iqtisodiyot & Moliya toifasidagi muhim ta’sir nuqtasiga aylantirishini ko‘rsatadi.
14 799
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| Sana | Obunachilarni jalb qilish | Esdaliklar | Kanallar | |
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| 01 Iyun | +13 |
Kanal postlari
Your coping mechanism might be your WORST trading habit.
Meet Eri. Our new community associate. Competitive tennis player.
She was in a match recently. Winning. Comfortable. Trusting her strokes.
Then the format changed mid-match.
The moment she stopped liking it, she started rushing. One mistake became a pattern.
Her coach said something that stopped her cold:
"The thing you do to cope with pressure is often what causes the damage."Sound familiar? Because traders do this every time macro news drops, an earnings miss lands, or the market shifts without warning. They don't break their strategy. They override it. Quietly. In real time. This week's newsletter breaks down why pressure kills edge, what systematic trading actually protects you from and how IBOT gives you a framework that holds even when the format changes. 👉 [Click here to read] To your growth, Quant X Team — Where Data Becomes Alpha
| 2 |  The recording of interview from last night
The winners of ATC share their strategies !
There is a lot of very key sharing on how they trade
https://www.youtube.com/watch?v=urSnk0PuBtg
If you would like more of such strategy sharing, give us a 👍 | 3 734 |
| 3 | Starting in 2min
Automating Alphas
https://zoom.us/j/94646024117?pwd=2ThhmOrCIP6ljfPy7WEYel8UMabSe5.1 | 3 597 |
| 4 | Hey Quantx Tribe, see you tonight at 8pm!!
Zoom link: https://zoom.us/meeting/register/Vfuq2TC9RquyA6MBY-f_6w#/ | 3 245 |
| 5 | During our last session with the Institutional Trader, we severely underestimated the demand.
Our Zoom room maxed out, and a massive number of you were locked out. We are incredibly sorry for that frustration.
To fix this, we have officially upgraded and increased our Zoom capacity for tomorrow.
However, given the insane results of these two champions, we still expect a full house.
Please log in 5 to 10 minutes early tomorrow to secure your spot. Once the expanded room fills up, the digital doors will close.
Zoom link: https://zoom.us/meeting/register/Vfuq2TC9RquyA6MBY-f_6w
See you tomorrow at 8:00 PM sharp!
Best regards,
The Quant X Team | 3 653 |
| 6 |  QXC Special - The Winning Trade Set Up - A 194.16% Real-Money Strategy
Hey Quant X,
Tomorrow night at 8:00 PM, we are doing something special.
We’ve invited the Top 2 Winners from the recent Alpha Trading Cup for a live, unfiltered Zoom interview to tear down their winning setups:
The Runner-Up: Delivered a phenomenal 69.64% return in 3 months
The Champion: Clocked a staggering 194.16% return in 3 months.
Let's be 100% clear: This was done on REAL money accounts—not demo accounts. | 3 108 |
| 7 | Slides are here | 3 422 |
| 8 | Recording is here
https://youtu.be/IVuT8DfZ0zY | 3 340 |
| 9 |  Starting in 5 min!
https://zoom.us/j/98718296526?pwd=twCtfGNz6M01bI7jKDdpKRglFyrGhO.1 | 3 351 |
| 10 | [Trading Strategy: Using Spread Trades to Trade for a Living]
Hey Quantx
8:30pm Tonight, we managed to get Brandon (ex-Barclays trader) who is trading more than $100mil in Prop Firm volume to come and share EXACTLY how he does it!
See screen shot ~ He will be sharing specific strategy on how to beat Prop Firms and trade for a living.
DO NOT MISS IT as this is a very rare opportunity. He doesnt teach classes etc and this is a very special arrangement.
If you are coming give us a 🔥
And enter the zoom early in case it is full
https://zoom.us/meeting/register/2KCPPeY8QWSYkoYQm-678A
Quant X | 3 304 |
| 11 |  "The Only Trading Strategy You Will Ever Need" — a YouTube video with 1.8 million views.
The logic is actually pretty solid. Three steps: market structure, supply and demand zones, and a 2.5:1 risk-to-reward filter. Mathematically you only need to be right 29% of the time to break even. Clean concept.
So we coded it up and ran it on 3 years of historical data. The results were...not what we expected.
Watch the full breakdown here: https://youtu.be/y2Z6PLEsUaI
👍 Drop a like and share it if you find it useful!
To your growth,
Quant X Team
Where Data Becomes Alpha | 3 550 |
| 12 | "The Only Trading Strategy You Will Ever Need" — a YouTube video with 1.8 million views.
The logic is actually pretty solid. Three steps: market structure, supply and demand zones, and a 2.5:1 risk-to-reward filter. Mathematically you only need to be right 29% of the time to break even. Clean concept.
So we coded it up and ran it on 3 years of historical data. The results were...not what we expected.
Watch the full breakdown here: https://youtu.be/y2Z6PLEsUaI
👍 Drop a like and share it if you find it useful!
To your growth,
Quant X Team
Where Data Becomes Alpha | 0 |
| 13 |  39% of Singapore workers expect job loss in the next 6 months. Most have no backup.
Not because they're not talented or 'hungry' enough but because they never built a skill outside their job title.
Here's the question most people avoid:
If AI made your role redundant tomorrow, what's your concrete fallback?
For most professionals, there isn't one.
Here's what the data shows:
• 58% of Singapore workers fear AI will replace their role within 2 years
• 39% expect possible job loss in the next 6 months
• 72% have recently experienced burnout
Most are staying put not because things are fine but because the alternative feels uncertain.
But the analytical thinking, pattern recognition, data reading that got you through 10, 15, 20 years in corporate is exactly what systematic trading requires.
This week's newsletter breaks down what a real second competency looks like and why the best time to build it is NOW.
👉 Click here to read
To your growth,
Quant X Team — Where Data Becomes Alpha | 3 498 |
| 14 |  🏆 ALPHA TRADING CUP 2026 — FINAL RESULTS ARE OUT
After months of live trading, testing, and competition…
The results are in.
Here are your official winners across both categories 👇
🔥 Self Trading Winners
🥇 Guan Hong Lee — 194.16%
🥈 Edwin Kang — 69.64%
🥉 Calvin Chan — 10.31%
⚡️ Copy Trade Winners
🥇 Admern Chee — 51.16%
🥈 Jiang Changcheng — 43.28%
🥉 Sok Eng Lee — 13.62%
💡 Special Mention:
Admern Chee also achieved 3rd place at 19.26% Gain in the Copy Trade category.
As per competition rules, each participant is awarded one prize placement.
—
💰 Prizes:
1st Place — USD 3,000
2nd Place — USD 2,000
3rd Place — USD 1,000
Cash prizes will be credited into winners’ trading accounts within 1 month.
Congratulations to all winners 👏
And to everyone who participated — this is just the beginning.
To your growth,
Quant X Team — Where Data Becomes Alpha | 3 705 |
| 15 | https://docs.google.com/document/d/1nFsZyKdeAw20BC05-TDkWydUjCKdQflIIm7RCocoXR8/edit?usp=sharing | 4 128 |
| 16 | https://modal.com/ | 3 862 |
| 17 | spy_portfolio_backtest.ipynb | 3 651 |
| 18 | grid_search_v3.py | 3 620 |
| 19 | 1Optionsbacktest.ipynb | 3 759 |
| 20 | QXC: Build Your First App + 100x Faster Options Backtesting!
Hi Quantx,
First of all, apologies for the miscomm. This session will be online for the bulk of us except for a small handful that is invited for physical this time round as it is a lot more technical - we are aiming to have bigger venues next time.
If you have not gotten the invite, please note it is online!
We are just 24 hours away from diving into the world of AI-driven development and high-speed quantitative analysis.
Tonight:
1. Claude Code Mastery: Complete walkthrough on setting up your environment.
2. Vibe Coding 101: Create your very first app using nothing but high-level prompting.
3. The 100x Edge: Learn a brand-new method to run options backtests 100x faster than traditional ways.
Logistics & Timing
Official Start: 7:30 PM (Singapore Time)
Physical Attendees: Please arrive by 7:00 PM. We want to ensure everyone is settled and tech-ready so we can hit the ground running.
Zoom Attendees: Please log in 5 minutes early at 7:25pm
Zoom Link: https://zoom.us/meeting/register/Osj3MtF0RL--0I647tQs1g
Note on Attendance: We’ve kept the physical session to a very small, invite-only group to ensure high-quality interaction. If you received the physical invite email, we’ll see you at the office!
For everyone else, we have an incredible interactive session planned over Zoom.
Pre-Flight Checklist
To make the most of the "Vibe Coding" session, please ensure you have your laptop ready and your Claude AI account active.
Get ready to build something amazing. See you!
To your growth,
Quant X Team | 3 769 |
