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watcharaponthod-code/README.md
Watcharapon Thodraksa, AI and ML Engineer

AI Engineer working on computer vision, LLM systems and MLOps.
I design, deploy and maintain machine learning systems in production, currently for a sugar mill in Thailand.
B.Sc. Computer Science, Kasetsart University (2025).

Tools


Contribution streak

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  1. embedding_rag embedding_rag Public

    Enterprise document management and intelligent knowledge retrieval system using RAG and vector search

    TypeScript 1

  2. rag-chat rag-chat Public

    Enterprise-grade agentic RAG chat platform for document retrieval and bug tracking, powered by Ollama and LangGraph

    JavaScript 1 1

  3. bitcoin-ml-prediction bitcoin-ml-prediction Public

    Bitcoin price prediction using LSTM, XGBoost, and Random Forest (87.81% accuracy)

    Python 1

  4. elic elic Public template

    AI-powered English learning chatbot mobile app built with React Native and Expo

    JavaScript 1

  5. sugarcane-cv sugarcane-cv Public

    Nine CV/audio detection problems at a Thai sugar mill: dust opacity, burnt vs fresh cane, dirty area, acoustic sand/rock/metal, cane flow, Thai plate OCR, cane-on-truck. Training code, honest evalu…

    Python

  6. subway-kids subway-kids Public

    Subway Surfers-style endless runner controlled by body movement via webcam (MediaPipe + Pygame)

    TypeScript 1