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chakkritte/README.md

Hi there πŸ‘‹ I'm Chakkrit

Ph.D. in Computer Engineering β€’ Lecturer β€’ Researcher β€’ 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.


πŸ”¬ Research Interests

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

πŸ›  Technologies & Tools

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

πŸš€ Current Interests

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

πŸ“š 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


β€œBuild systems that are useful, efficient, and accessible.”

Pinned Loading

  1. PKD PKD Public

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

    Python 2

  2. EEEA-Net EEEA-Net Public

    EEEA-Net: An Early Exit Evolutionary Neural Architecture Search

    Python 18 7

  3. THFOOD-50 THFOOD-50 Public

    Fine-Grained Thai Food Image Classification Datasets

    9 2

  4. SalNAS SalNAS Public

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

    Python

  5. axiom axiom Public

    A deterministic decision contract runtime for language models

    Python

  6. ollama-web-tools-mcp ollama-web-tools-mcp Public

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

    Python 2