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Automated TradingView Strategy Scraper & Scoring Engine
I built a custom "Intelligent Agent" to solve a common problem for traders: filtering through thousands of low-quality posts to find robust trading strategies.
Intelligent Agent for Trading Strategy Discovery
I built a custom Intelligent Agent to solve a common problem for traders: filtering through thousands of low-quality posts to find robust trading strategies.
The Challenge
TradingView is flooded with spam and low-effort posts. Manually checking them takes hours every day.
The Solution
I developed a Python-based automation bot that autonomously monitors the platform. It doesn’t just scrape data — it analyzes it.
Key Features
🕵️ Stealth Scraping
Built with Playwright (Async) and stealth libraries
Bypasses anti-bot detection and Cloudflare protection
🧠 Heuristic Scoring Engine
Reads post descriptions and assigns a Quality Score
Rewards professional keywords (e.g., Walk-Forward, Backtest)
Penalizes spam signals (e.g., 100% Win Rate)
🗃️ Data Deduplication
Uses a local SQLite database
Ensures the client never receives duplicate alerts
📧 Automated Reporting
High-scoring strategies are compiled into a clean digest
Delivered instantly via email notifications
The Result
The system runs 24/7 on a VPS, saving the client 10+ hours of research time per week by delivering only high-value trading strategy leads.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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