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tanhaien/README.md

👋 Hi, I'm Tuan Anh

AI Engineer @ FPT AI Center | MSc in Information and Communication Technology
📍 Vinhomes Ocean Park, Gia Lam, Hanoi, Vietnam


🔬 About Me

AI researcher and engineer working at the intersection of Agentic AI, Agent Harness, and LLM OS. I specialize in integrating business systems with AI agents and building optimized agentic workflows. I also build and maintain my own Agent OS — a unified harness with a standardized agentic coding workflow (SDLC). I previously specialized in optimizing and deploying SLM/VLM/ASR/TTS models on resource-constrained edge devices — from smart vehicles to IoT sensors. Published in IEEE Access, RIVF, PIMRC, and more.

  • 🧠 AI Engineer @ FPT Software AI Center
  • 🔭 Research: LLMs, Foundation Models
  • 🤝 Open to collaborate on: Agentic AI, EdgeAI, Optimization

💼 Experience

Role Company Type Period
AI Engineer FPT Software AI Center Full-time Sep 2024 - Present
AI Engineer Mimosa Technology Ltd Contract Jun 2025 - Present
AI Engineer UDATA Contract Mar 2025 - Feb 2026
AI Researcher Collaborator PTIT Freelance Jan 2019 - Aug 2025
AI Engineer PhysCode Full-time Jul 2024 - Sep 2024
AIoT Engineer OSB Investment and Technology JSC Full-time Jan 2023 - Dec 2023
AI Research Collaborator University of South-Eastern Norway Part-time Jan 2022 - Jun 2022
AI Engineer VCCorp Corporation Internship Apr 2021 - Oct 2021
AI Engineer Tinasoft Vietnam Internship Jun 2019 - Dec 2019

🎓 Education

  • MSc in Information and Communication Technology — PTIT (2022-2024)
  • B.Eng in Information and Communication Technology — PTIT (2017-2022)

🛠 Core Skills

  • AI/ML: AI Agents, Agentic Workflows, LLM/LVM, Agent Harness, EdgeAI, Computer Vision, Time Series
  • Frameworks: PyTorch, TensorFlow/TFLite, ONNX, NCNN, TensorRT, CUDA
  • Edge: Raspberry Pi, NVIDIA Jetson, Arduino, model pruning/quantization
  • Stack: FastAPI, Docker, MLFlow, Kubernetes, HuggingFace

📄 Selected Publications

  • Compressed Solar Forecast Model — IEEE Access (Q1, SCIE), 2025
  • Plant Disease Detection on Edge — IEEE RIVF, 2023
  • DNN-based IDS on Edge Networks — IEEE ICIT, 2023
  • Lightweight DCNN for Plant Disease — Mendel Journal (Q2, SCIE), 2022
  • Deep-Learning MIMO Detector — IEEE PIMRC / NICS, 2022

📫 Contact

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  1. tool-attention-mcp tool-attention-mcp Public

    Drop-in MCP middleware that eliminates the MCP Tax — 98.6% reduction in per-turn schema tokens via dynamic Tool Attention gating and lazy schema loading. Paper: arXiv:2604.21816

    Python 1