Smart Money Concepts & CRT Pattern Detection Telegram Bot
Automated Forex and crypto trading bot that detects Candle Range Theory patterns and delivers real-time Telegram alerts.
Overview
An advanced trading automation tool that scans Forex and Cryptocurrency markets to detect Candle Range Theory (CRT) patterns across multiple timeframes. The system automatically calculates entry, stop-loss, and take-profit levels with predefined risk/reward ratios and delivers instant alerts via Telegram notifications.
The Problem
Manual pattern detection in financial markets: Is time-consuming and error-prone • Requires constant chart monitoring • Makes consistent risk management difficult • Does not scale across multiple assets and timeframes
The Solution
Automated market scanning engine for CRT pattern detection • Multi-timeframe analysis (4H, Daily, Weekly) • Risk-managed signal generation with predefined R:R rules • Telegram Bot integration for instant and reliable alerts • Modular Python architecture for extensibility and data source integration
Key Features
- ▸Automatic detection of Candle Range Theory patterns
- ▸Multi-timeframe scanning (4H, 1D, Weekly)
- ▸Entry, stop-loss, and take-profit calculation
- ▸Real-time Telegram trade alerts
- ▸Designed for both Forex and Cryptocurrency markets
Architecture
Core Logic: Python-based pattern recognition engine • Market Data: Trading APIs (Forex & Crypto) • Signal Engine: CRT detection + risk management rules • Notification: Telegram Bot API • Design: Modular and extensible architecture
My Contribution
Designed and implemented the CRT pattern detection logic • Built the risk management engine for trade level calculation • Integrated Forex and crypto market data sources • Implemented Telegram Bot for real-time alert delivery • Designed the system with modular and extensible architecture