Software Engineer • AI/ML Research • Autonomous Systems

Nattapong Tapachoom
Software Engineer & AI Researcher
Bangkok, Thailand (UTC+7) | Languages: Thai, English

Specialized in building autonomous systems with expertise in LLM agents, dataset engineering, and algorithmic trading. Focused on developing production-ready AI solutions that combine cutting-edge research with practical implementation.

• AI/ML Engineering: Large Language Models, RAG Systems, Multi-agent Workflows
• Data Engineering: ETL Pipelines, Time-series Data, Web Scraping
• Algorithmic Trading: Reinforcement Learning, Risk Management, Backtesting
• Backend Development: High-performance APIs, Database Design
• Security Research: Authorized security analysis and threat research
• AI Ecosystem Architecture: Personal AI infrastructure and modular skill systems

• AI/ML Engineering: RAG Systems (90%), Transformers (95%), LLM Orchestration (90%)
• Backend Development: API Design, Database Architecture, Performance Optimization
• Data Engineering: ETL Pipelines, Time-series Data, Web Scraping
• Algorithmic Trading: Reinforcement Learning, Risk Management, Backtesting
• Personal AI Systems: Local-first architecture, modular skill frameworks

Founder & Lead Developer - Building comprehensive personal AI ecosystem inspired by OpenClaw

Core Infrastructure

• OpenKrab - Autonomous AI Infrastructure supporting any OS and platform
• Krab - Core platform transforming OpenClaw into personal AI ecosystem
• ClawController - Administration app for orchestrating OpenClaw Gateway instances
• ClawWizard - Interactive setup wizard for seamless OpenClaw deployment

AI Trading & Finance

• ClawGold - AI-powered XAUUSD trading system with news aggregation and sentiment analysis
• ClawPoly - Local-first Polymarket trading bot for practical execution
• ClawReceipt - Automated receipt capture and financial data management

Memory & Data Management

• ClawMemory - Local-first memory layer for persistent AI context
• ClawGraph - Graph-based memory system solving "I remember it but can't find it"
• ClawSync - Encrypted synchronization across OpenClaw/OpenKrab ecosystem
• ClawBackup - Automated encrypted nightly backup system

Productivity & Automation

• ClawFlow - CLI wrapper for skill bundle installation and workflow automation
• ClawChain - Reusable chain-of-thought workflow framework
• ClawBrowser - Safe browser automation without screen exposure
• ClawMirror - Auto-sync conversations to popular platforms

Localization & Learning

• ClawThai - Thai language support and localization (Beta)
• ClawLearnFeed - Personal learning feed aggregation
• ClawSelfImprove - Enhanced self-improving AI loop

Focus Areas: Local-first architecture, privacy-preserving AI, modular skill system, multi-platform support, Thai language AI capabilities

• File-Search-API - RAG-based document chat system using FastAPI
• IDAS-NGSI-Agent-Framework - NGSI context-aware agent framework
• DeepSeek-OCR-Prompt - Computer vision with OCR pipeline integration
• LangChainOllama - Local LLM model orchestration platform
• ai-generator-prompt - Advanced prompt engineering toolkit

• Scrape-Thai-Web - Thai language web scraping utilities
• DATASET-XAUUSD-BTCUSD - 20-year financial trading dataset
• TimescaleDB-47 - Time-series data management solutions
• TimescaleDB-Prompt - Database automation and optimization tools
• Fiware-Smart-Prompt - Smart city IoT data integration

• Ai-Trading-RL - Reinforcement learning trading agent
• Trading-Ai-Lstm - LSTM-based price prediction models
• Trading-Ai-GRU - GRU-based trading strategy implementation
• EA-P90 - MetaTrader5 Expert Advisor (P90 system)
• EA-AK47Hybrid - Hybrid trading algorithm implementation
• RL-Winrate - Win-rate optimization through reinforcement learning
• PyTrade-Desk - Comprehensive trading desk application

• OpenSpeed - High-performance web framework
• MyDB-Management-Tool - CLI database management utility
• Eden-Ai-Survival - AI-powered survival simulation
• dopa-ready-01 - Productivity utility application

• tsoamr.pttplc - Modbus/EVC automated meter reading system
• TSO-AMR-PTT-PLC - Industrial automation platform

• BI-RADS-Classification - Medical imaging ML classification
• Security Research - Authorized cybersecurity research (educational purposes only)

• ThailandGISMap - โครงการรวบรวมและจัดหมวดหมู่ข้อมูลภูมิสารสนเทศ (GIS) ของประเทศไทยจากแหล่งข้อมูลมาตรฐานสากลและหน่วยงานราชการไทย เพื่อให้บริการข้อมูลภูมิศาสตร์ที่ครบถ้วนและเป็นมาตรฐานสำหรับการวิจัยและพัฒนา
• ThaiMBG - Thai language processing and localization tools

• Total Repositories: 50+
• Active Projects: 15+
• Primary Language: Python
• Secondary Languages: Rust, JavaScript, MQL5
• Contribution Pattern: Daily commits
• Open Source Activity: Actively contributing

• Current Activity: Active development streak
• Consistency: Maintained long-term contribution patterns
• Code Quality: Clean, tested, and well-documented
• Documentation: Comprehensive project documentation

Primary Objective Build autonomous systems that learn, adapt, and ship to production.

Operational Goals

• Design and deploy AI agent frameworks for real-world applications
• Engineer high-quality datasets for Thai/English language tasks
• Develop algorithmic trading systems with robust risk management
• Create developer tools that improve productivity and workflow
• Contribute to open-source projects that benefit the community
• Build personal AI ecosystems that prioritize privacy and user control

Core Principles

• Code quality over quick hacks
• Documentation as a first-class citizen
• Testing before deployment
• Security by design
• Performance optimization
• Clean architecture
• Local-first and privacy-preserving design

Development Approach Research → Prototype → Test → Iterate → Ship → Maintain

• GitHub: github.com/JonusNattapong
• OpenKrab Organization: github.com/OpenKrab
• Hugging Face: huggingface.co/ZombitX64
• LeetCode: leetcode.com/u/JonusNattapong

• Location: Bangkok, Thailand
• Languages: Thai, English
• Timezone: UTC+7
• Status: Available for collaboration and consulting opportunities

Motto: "Ship fast. Test hard. Build better."

System Status: Online | Version 2.0.0 | Last Updated: December 2025

License: MIT (where applicable)

Jonus Nattapong (ZombitX64) Software Engineer & AI Researcher OpenKrab Founder & Lead Developer