Software Engineer & AI Researcher
Specialized in Autonomous AI Agent Frameworks, Algorithmic Trading & Reinforcement Learning
Nattapong is a Software Engineer and AI Researcher based in Bangkok, Thailand. With expertise spanning Large Language Model (LLM) orchestration, RAG architectures, and automated trading systems, he focuses on developing production-ready autonomous systems that are local-first and privacy-preserving.
- AI/ML Engineering: LLM Agents, Multi-agent Workflows, RAG, Reinforcement Learning.
- Data Engineering: High-frequency financial time-series, ETL pipelines, Web scraping.
- Algorithmic Trading: MetaTrader 5 (MQL5) integration, Quantitative strategy development.
- System Architecture: High-performance APIs, Local-first AI infrastructure.
| Category | Technologies |
|---|---|
| Languages | Python (Expert), Rust (Advanced), TypeScript, JavaScript, SQL, MQL5 |
| AI Frameworks | LangChain, PyTorch, Transformers (Hugging Face), Ollama, OpenAI |
| Backend & Infrastructure | FastAPI, Django, Docker, PostgreSQL, TimescaleDB, Redis |
| Specializations | Autonomous Agents, Autonomous Trading, Computer Vision, OCR |
A modular and autonomous personal AI infrastructure designed for privacy and local-first execution.
- Infrastructure: OpenKrab, Krab, ClawController (Orchestration).
- Intelligence Layer: ClawMemory (Context Sync), ClawFlow (Automation), ClawGraph.
- Specialized Agents: ClawGold (Trading), ClawPoly (Polymarket), ClawThai (Localization).
- File-Search-API: Production-grade RAG document retrieval system built with FastAPI.
- XAUUSD/BTCUSD Datasets: 20-year high-frequency financial datasets for ML research.
- ThailandGISMap: A comprehensive open-source geospatial data project for Thailand.
- Ai-Trading-RL: Advanced reinforcement learning agent for systematic trading.
| Metric | Source | Current Status |
|---|---|---|
| Community Stars | GitHub |  |
| HF Gold Data | Hugging Face |  |
| HF Trading Models | Hugging Face |  |
- GitHub: JonusNattapong / OpenKrab
- Hugging Face: ZombitX64 / JonusNattapong
- LeetCode: leetcode.com/u/JonusNattapong
- Location: Bangkok, Thailand (UTC+7)
- Status: Available for Strategic Consulting & AI System Architecture projects.
- Principle: "Engineering precision over rapid velocity."
Last Updated: March 2026