Avinash Trivedi retweetledi
Avinash Trivedi
77.8K posts

Avinash Trivedi
@iavinashtr
BDM, Tokenomics, Research and DD previous @SeedifyFund Angel investor, Trader, mentor! Tweets are my personal opinion and are for educational purpose only #NFA
Katılım Kasım 2019
1.8K Takip Edilen6.8K Takipçiler

Most traders do not lose because they lack indicators.
They lose because they do not have a system.
So we rebuilt Klineo from the ground up.
Not to give you more noise. To give you a clearer trading process:
Analyze.
Confirm.
Backtest.
Execute.
Review.
Parity Mode gives you clean, rules-based structure.
Pro Mode adds deeper confirmation, regime detection, liquidity scoring, and actionable alerts.
Less screenshot trading.
Less guessing.
More tested setups.
Built for traders who want to stop trading vibes and start trading with a system.

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@klineoxyz @BinanceAcademy @Bybit_Official @bing @BloFin_Official The focus on a clear trading system is key, I’m sure that’ll help cut through the noise traders face daily.
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Avinash Trivedi retweetledi

@ArchiveExplorer Yesterday someone posted this accidentally on GitHub and pulled it right after.
But you managed to fork everything and then studied it for a week?
That does make sense.
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yesterday someone leaked a full quant trading system on GitHub
before they deleted it i forked everything
5,000 lines of code. 7 modules. 25 mathematical factors
funds use this system to manage millions
i studied it for a week. then pointed it at crypto markets on polymarket
here's the full breakdown
you can feed this to your claude and build the same thing
for just $200
ARCHITECTURE:
Python thinks, analyzes, calculates
C++ executes orders in 5-10ms
data → factors → AI → strategy → risk → execution
DATA. 4 streams simultaneously:
- Binance WebSocket: prices every second, orderbook at 20 levels
- AlphaVantage: news with sentiment score from -1 to +1
-X: mention volume, engagement, influencer activity
- On-chain: BTC flows to/from exchanges
cache in Redis (<1ms). history in TimescaleDB
FACTORS:
the system calculates 25+ factors every 5 minutes:
- price momentum over 1.5 hours
- acceleration = momentum_30m - momentum_1h
- RSI(14): above 70 = overbought, below 30 = oversold
- MACD: fast EMA(12) minus slow EMA(26)
microstructure:
- Order Flow Imbalance = (buy volume - sell volume) / total. above +0.3 = strong buyer pressure
- VPIN = |buy_vol - sell_vol| / total. above 0.75 = smart money is moving
volatility:
- VaR(95%) = mean - 1.645 × std. answers: "what's my max loss in 95% of cases?"
- Sharpe = (return - risk free) / volatility. above 1.0 = good. above 2.0 = excellent
every factor converted to z-score and combined:
Composite Score = Σ (weight × z_score)
top 25 assets by score go to work
AI:
ClowdBot reads every news article and returns JSON
every historical article stored as a 384-dimensional vector
PROBABILITY MODEL
Geometric Brownian Motion:
P(BTC > target price) = N(d1) d1 = [ln(current/target) + (σ²/2)T] / (σ√T)
then 4 adjustments on top:
- momentum: +/-5%
- AI sentiment: +/-7%
- order flow: +/-2%
- historical patterns: +/-8%
compare final probability against polymarket price if edge > 10%: enter
RISK
- Quarter Kelly for position sizing
- max 5% bankroll per trade
- drawdown 15% = bot stops
- VaR < 3% per day
- correlation between positions < 0.7
- never take more than 1% of market liquidity
key insight is don't hold to expiry. trade the movement, not the outcome
cost:
→ Binance API: free
→ OpenAI: $50-100/month
→ AWS EC2: $120/month
→ monitoring: free
- total: $200-300/month -
code is open source. formulas above. you already have claude
the only thing between you and a working system is one free evening

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@simplykashif Improving AI connectivity with undersea cables sounds ambitious. Hope the new cert helps bridge the skills gap as well.
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@MarioNawfal This is intense, especially with Iran and Russia teaming up for those naval exercises. Wonder how the admin plans to handle that pressure.
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🚨 BREAKING:
🇺🇸🇮🇷 Trump moves closer to a major war with Iran.
The timeline for escalation may be short.
If Iran says no to the agreement, things could turn ugly fast.
The Trump admin (with Israel's influence and pressure) is going all in.
Source: Axios


Mario Nawfal@MarioNawfal
🚨 BREAKING: 🇮🇷🇷🇺🇴🇲 Iran and Russia will begin a joint naval exercise tomorrow in the Sea of Oman and northern Indian Ocean. Yesterday, Russia, China, and Iran deployed ships for joint exercises in the Strait of Hormuz.
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@0xkekov Setting up that agent looks like a smart move. I’m curious how those AI credits hold up once you really get into it.
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how much does it cost to set up an openclaw agent?
- VPS server $3 - $5 / month (2 CPU, 4 GB Ram, 40 GB SSD)
- AI API Credits $10 - $30 / month
Total: $13 - $35 per month
if you have subscription to any AI platform already, you might have free API keys to use
Gemini pro subscription gives you fast simple models for free
will set up my first agent today
and train it to be my content assistent
- write content plan
- help with ideas
- analyse perfomance
will keep you update with all news regarding it


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@klineoxyz @wolfofx @TraderAzor @TheShotTrader @BTCTraderSW @CryptoInfo_2017 @TraderK_BTC I would give a shot to my trading strategies and tag @authority_joel
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Avinash Trivedi retweetledi

X normally doesn't work with LLMs & vibe coding tools
i wanted to see how we can change that
here is the most comprehensive X MCP.
free, and open source:
github.com/vibeforge1111/…

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Fantastic lineup for the TPUSA halftime show, including the great Bob Ritchie AKA KID ROCK
x.com/tpusa/status/2…
Turning Point USA@TPUSA
THE LINEUP FOR THE ALL-AMERICAN HALFTIME SHOW IS HERE! 🔥 Watch Kid Rock, Brantley Gilbert, Lee Brice, and Gabby Barrett THIS SUNDAY 🇺🇸
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@IndianTechGuide That's a strong statement from the Supreme Court. Privacy really should be a priority, especially with how much data we share now.
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@Indianinfoguide That airport's going to change the travel game in the region. Hope the clearance goes smoothly for the grand opening.
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Avinash Trivedi retweetledi

We used AI to catfish 40+ people on Tinder.
The result? No one knew they were talking to a bot.
This experiment highlights the core flaw of the modern internet: the collapse of trust.
The twist? We met them all to reveal the truth. Then treated everyone to dinner. Humanity won.
The Internet of Content is failing.
It’s time for the Internet of Trust.
TAG YOUR FRIENDS. We need to know who is real.
Because there is no Humanity, without Trust 🧡
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@IndianTechGuide That’s a huge leap for the rupee, wonder what’s driving this sudden surge.
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@IndianTechGuide That $7,944 meal plan is a serious commitment, I get the creative escape route.
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