Hi, I'm Stang 👋
AI Engineer based in Bangkok — I build production RAG systems, multi-agent architectures, and LLM applications.
Currently: finishing a Thai civic AI assistant for BDI National AI Hackathon 2026 (demo July 25) and completing a Data/AI Engineering study track.
- RAG pipelines for Thai-language applications — retrieval, chunking strategy, eval, cost optimization
- Multi-agent AI systems — autonomous execution, persistent memory, MCP server integrations
- Computer vision — medical imaging (colonoscopy polyp detection, YOLO)
- LINE OA chatbots — conversational AI deployed on Thailand's primary messaging platform
| Project | What it is | Stack |
|---|---|---|
| รู้รอบกรุง | Thai civic RAG assistant on LINE OA — Bangkok government services | Typhoon-S Thai LLM · ChromaDB · bge-m3 |
| · FastAPI · n8n | ||
| PolypDB YOLO26s | Colonoscopy polyp detection · mAP@50 = 95.12% | YOLO · PyTorch · Ultralytics |
| Jenna OS | Autonomous multi-agent personal AI — persistent wiki memory, overnight execution | Claude API · MCP |
| · n8n · Node.js · ChromaDB |
LLM / AI Claude API · Thai LLM (Typhoon-S, iApp) · LangChain · LangGraph RAG pipelines · prompt engineering · eval frameworks · LangSmith Vector / DB ChromaDB · SQLite · PostgreSQL (basic) Languages Python · JavaScript/Node.js · SQL · Bash APIs LINE Messaging API · Telegram Bot API · FastAPI · REST/webhook Infra n8n · Docker · Railway/Render · Git CV / ML YOLO (Ultralytics) · PyTorch (inference)
- 🏆 BDI Hackathon 2026 — results June 12 · demo July 25
- 📚 Study track — SQL · Python DE · LLM engineering · eval/observability
- 🌏 Open to — remote AI/Data Engineer roles (Thai market + international)