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.

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.