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Working from Australia
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chakkritte/README.md

Hi there 👋 I'm Chakkrit

Ph.D. in Computer Engineering • Lecturer • Researcher • Builder

I am a lecturer at the School of Renewable Energy and Smart Grid Technology (SGtech), Naresuan University, Thailand. My research focuses on deep learning, neural architecture search, on-device AI, and intelligent energy systems.

I enjoy building AI systems, developer tools, terminal applications, and open-source projects that combine research with practical engineering.


🔬 Research Interests

  • Deep Learning
  • Neural Architecture Search (NAS)
  • On-Device AI
  • Edge AI Systems
  • Renewable Energy & Smart Grids
  • AI Infrastructure and Agent Systems

🛠 Technologies & Tools

  • Python
  • PyTorch
  • Linux
  • Docker
  • Ollama / Local LLMs
  • CUDA
  • FastAPI
  • React / Electron
  • Terminal UI (TUI)

🚀 Current Interests

  • Agentic AI systems
  • AI coding assistants
  • Local-first AI infrastructure
  • GPU orchestration systems
  • Energy-aware AI and carbon monitoring
  • Research productivity tools

📚 Publications & Academic Work

I actively work on research and academic projects related to AI and intelligent energy systems.
My interests include practical AI deployment, optimization, and sustainable computing.


🌏 Connect With Me


“Build systems that are useful, efficient, and accessible.”

Pinned Loading

  1. PKDPKDPublic

    [IEEE TII] On-Device Saliency Prediction Based on Pseudoknowledge Distillation

    Python 2

  2. EEEA-NetEEEA-NetPublic

    EEEA-Net: An Early Exit Evolutionary Neural Architecture Search

    Python 17 7

  3. THFOOD-50THFOOD-50Public

    Fine-Grained Thai Food Image Classification Datasets

    9 2

  4. SalNASSalNASPublic

    SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation

    Python

  5. axiomaxiomPublic

    A deterministic decision contract runtime for language models

    Python

  6. ollama-web-tools-mcpollama-web-tools-mcpPublic

    Claude Code MCP server for web search and fetch. Supports Ollama's hosted API instance.

    Python 2