Hao Nie

📝 About Me (个人简介正文)

Bridging the gap between traditional algorithmic trading and modern data science.

I specialize in building robust, institution-grade algorithmic trading systems. My focus goes beyond writing simple indicators or basic EAs; I architect complex data pipelines, bridge MQL5 with advanced Python environments, and modernize legacy trading logic.

With a strong foundation in secure system administration (Linux/Windows) and deep-level debugging, I deliver code that is not only mathematically precise but also highly stable, secure, and optimized for extreme market conditions.

🔥 Core Competencies & Services:

🐍 Python ⇌ MT5 Bridging & AI Integration: Seamless communication between MT5 and external Python environments using JSON handling, WebSockets, or custom APIs. I can help you deploy machine learning models or integrate local AI engines (e.g., Ollama) directly into your MT5 trading logic for advanced decision-making.

♻️ Legacy Code Migration (MQL4 to MQL5): Expert-level refactoring of outdated MQL4 scripts into modern, object-oriented MQL5. I rescue unmaintainable "spaghetti code," eliminate memory leaks, and dramatically optimize backtesting speed and execution efficiency.

📊 Alternative Data & OSINT Integration: Trading isn't just about price action. I have extensive experience querying massive external datasets (such as GDELT via Google BigQuery) to build sentiment-based, macro-driven, or news-event trading indicators that give you an edge over standard technical analysis.

🛠️ Deep Debugging & Custom Environments: I utilize advanced development setups (custom VS Code task configurations, advanced IDEs) to pinpoint and resolve deep-rooted logical bugs that standard editors miss.

💡 My Coding Philosophy:

Clean & Modular: Easy to read, easy to scale.

Strict Risk Management: Hardcoded safety nets to protect your equity.

Transparent Communication: Clear technical roadmaps before a single line of code is written.

If your project requires more than just a basic moving average cross—if you need complex data handling, cross-language architecture, or a complete system overhaul—send me a message with your requirements. Let's build something exceptional.

Графики и идеи