VENOM AI
AI-Powered Predictive Intelligence for Crypto Trading
VENOM is a complete prediction and automated trading system that uses Machine Learning to detect high-potential tokens on the Solana blockchain.
Overview
Model Accuracy
Features Analyzed
Tokens Studied
Continuous Monitoring
The Concept
VENOM solves a major problem in crypto trading: how to identify promising tokens among thousands of new tokens launched every day?
Our AI automatically analyzes each new token by extracting 61 different features (on-chain and off-chain) and predicts its ROI potential in seconds.
Artificial Intelligence Model
Model Training
Our model was trained on a dataset of over 4,000 historical tokens with their real performance (ROI measured after 24h, 48h, 1 week).
Training Data
- Historical Pump.fun tokens
- Real measured ROI
- Verified on-chain data
- Manual classification
Algorithm Used
- Random Forest Classifier
- 100 decision trees
- 5-fold cross-validation
- Optimized hyperparameters
Prediction Categories
GEM
ROI > 10x
Rare OpportunitySAFE
ROI 1-10x
Good OpportunityRUG
Likely Loss
AvoidThe 61 Analyzed Features
Each token is analyzed using 61 different characteristics extracted in real-time. Here are the main categories:
Holder Analysis
- Total number of holders
- Holdings distribution (top 10, top 20)
- Whale concentration
- Organic holders vs bots
- Holder activity (active vs inactive)
- New holders per hour
- Buyer/seller ratio
Developer Profile
- Dev holdings
- Dev selling history
- Wallets linked to dev
- Behavior patterns
- Dump risk
- Previous tokens by dev
- On-chain reputation
Market Metrics
- Current market cap
- 24h volume
- USD liquidity
- Liquidity depth
- Current price and change
- Volume/market cap ratio
- Volatility
Transaction Analysis
- Number of transactions
- Transactions per minute
- Average trade size
- Buy/sell ratio
- Wash trading detection
- Sniping patterns
- Bot activity
Top 5 Most Important Features
Real-Time Scanner
How Does the Scanner Work?
The VENOM scanner connects in real-time to new token feeds on Solana and instantly analyzes each token upon creation.
// Processing Flow
WebSocket(PumpPortal) --> New Token Detected
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Extract 61 Features (< 8 seconds)
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VENOM AI Prediction (< 100ms)
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Signal: GEM / SAFE / RUG
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v
Notification + Bot Execution (if active)
Scanner Benefits
- Detection in less than 8 seconds
- 100% automated analysis
- Works 24/7 non-stop
- No human intervention needed
- Automatically filters rugs
Performance
- Average latency: < 8 seconds
- Tokens scanned/day: 500+
- GEM detection rate: 27%+
- False positives: < 10%
- Uptime: 99.9%
Automated Trading Bot
100% Automated Trading
The VENOM bot automatically executes trades based on AI predictions. Configure your strategy once, and let the bot trade for you 24/7.
Bot Features
Instantly buys when AI detects a GEM
Automatically sells at profit target (2x, 3x, custom)
Protects against excessive losses
Token-Based Access
VENOM Token Access
Access to the VENOM bot is now token-based. Hold 10,000,000 VENOM tokens in your Solana wallet to unlock full bot access.
VENOM ACCESS
Simply hold the required tokens in your Solana wallet. No subscriptions, no recurring payments.
Benefits
- One-time token purchase
- No recurring fees
- Full bot access
- Token retains value
- Can sell anytime
How It Works
- Buy VENOM tokens on DEX
- Hold 10M+ tokens in wallet
- Connect wallet in bot
- Automatic verification
- Access granted instantly
Wallet System
Non-Custodial: You Own Your Keys
Unlike centralized platforms, VENOM generates a wallet where YOU own the private key. You can withdraw your funds at any time via Phantom, Solflare, or any other Solana wallet.
Wallet Creation
- Sign up on VENOM
- Automatic Solana wallet generation
- UNIQUE display of private key
- Mandatory backup
- Wallet ready to use
Regeneration
- Transfer your funds elsewhere
- Stop the bot
- Click "Regenerate Wallet"
- New wallet generated
- New private key (save it!)
Technical Architecture
Technology Stack
Backend
Machine Learning
Blockchain
Scalability (200+ users)
VENOM architecture is optimized to support hundreds of simultaneous users:
- Shared WebSocket - Single feed for all users
- Centralized Engine - Unique analysis per token (no duplication)
- Lightweight Workers - Each bot consumes minimal resources
- Capacity Limit - Protection against overload
Security
Data Protection
- Private keys encrypted AES-256
- Hashed passwords (bcrypt)
- Secure JWT sessions
- HTTPS in production
User Protection
- Double confirmation for sensitive actions
- Private key shown only once
- Bot must be stopped before regeneration
- Daily trade limits
Roadmap
Phase 1 - Complete
- AI model trained (94.74% accuracy)
- Real-time scanner
- Automated trading bot
- Wallet system
- User interface
Phase 2 - Complete
- VENOM token integration
- Token-based access system
- Blockchain verification
- Advanced dashboard
- Public statistics
Phase 3 - Planned
- Mobile application
- Public API
- Telegram bot integration
- Community leaderboard
- Advanced trading strategies
Important Disclaimer
- Cryptocurrency trading carries significant risks
- Only trade with funds you can afford to lose entirely
- AI predictions are not guarantees of profit
- DYOR - Always do your own research
- Past performance does not predict future results
- VENOM is a decision-support tool, not financial advice