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AI-Architected Automated Trading System for Binance

A high-performance trading bot for the Binance cryptocurrency exchange, developed as an architecture-driven project with a strong focus on system stability, financial calculation accuracy, and risk management.

The project is built with a modular architecture and a thread-safe state management core, enabling safe parallel execution of trading processes, system scalability, and prevention of race conditions in critical code paths.

Key Technical Features:

Architecture: Modular design with clear separation of concerns (state management, trading logic, risk control, API layer).

Risk Management: Multi-tier error handling with a Circuit Breaker mechanism to protect against cascading failures and API instability.

Financial Accuracy: 100% precise financial calculations using Decimal-based arithmetic, eliminating floating-point inaccuracies.

Trading Logic:

Volatility-adaptive dynamic Take Profit / Stop Loss mechanisms.

Signal filtering based on technical indicators such as RSI and SMA.

API Optimization: Reduced Binance API load through intelligent kline data caching and strict request rate limit control.

Code Quality:

Integrated automated code audit system.

Over 130 validation and unit tests.

Comprehensive documentation (project map, logging guidelines, testing guide).

Focus: Stability, fault tolerance, and predictable system behavior in production environments.
Work details
Added 28 December 2025
92 views
Freelancer
Denys T.
Ukraine Vinnytsia
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On the service 8 years