Trade Copier — Telegram to Crypto Exchange Automation System
A production-ready system that reads trading signals from Telegram and automatically executes them on Blofin via REST API with risk management, multi-TP logic, and a web admin dashboard.
A production-ready system that reads trading signals from Telegram and automatically executes them on Blofin via REST API with risk management, multi-TP logic, and a web admin dashboard.
This is a full-featured automation system for copying trades from Telegram to the Blofin crypto exchange. The solution reads trading signals from a Telegram channel, processes them, and executes them on the exchange through REST API. From a technical perspective, the project was built with Python, FastAPI, and PostgreSQL, and includes adaptive Market/Limit entry logic, risk-based position sizing, and management of multiple Take Profit levels, Stop Loss, and Break Even logic. A web admin dashboard was also developed for live monitoring, settings management, and manual trade control, turning the system into a complete production-ready trade copier for real-world use.
Problem
The goal was not just to forward Telegram signals, but to build a full system that automatically processes them and executes trades on a crypto exchange with real trading logic and risk control.
The main challenges included:
- reading and processing Telegram signals in real time
- integrating order execution through the Blofin REST API
- supporting adaptive entry logic for both Market and Limit scenarios
- calculating position size based on risk management rules
- managing multi-TP, Stop Loss, and Break Even logic
- providing control and visibility through an admin dashboard
- building a stable production-ready system for continuous operation
Process
The project was built around trade execution logic, risk control, and a stable backend architecture.
- implemented signal intake and processing from Telegram
- built the backend logic using Python + FastAPI
- integrated with Blofin via REST API for order execution
- implemented adaptive Market/Limit entry logic
- added risk-based position sizing
- developed management for multi-TP, SL, and BE scenarios
- structured data storage with PostgreSQL
- created a web admin dashboard for live monitoring, settings management, and trade control
Solution
The final result was a production-ready trade automation system connecting Telegram signals with direct execution on a crypto exchange.
Key solutions delivered:
- Telegram signal parsing and processing
- Blofin REST API integration
- Python + FastAPI backend
- PostgreSQL data layer
- adaptive Market/Limit entry logic
- risk-based position sizing
- multi-TP / SL / BE management
- web admin dashboard
- live monitoring and trade control
- architecture ready for continuous use and scaling
Result
The result was a full-featured crypto trade automation system that automates the flow from a Telegram signal to exchange execution and ongoing position management.The project combined signal processing, exchange execution, risk management, and admin control in one product, creating a reliable technical foundation for real trading, scaling, and future feature expansion.
