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LongNk0702/README.md

Hi πŸ‘‹, I'm LONG (Leon)

Robotics & Control | Embedded Systems | AI for Mechatronics

Website Email LinkedIn Visitors


πŸ‘¨πŸ»β€πŸŽ“ About

  • πŸŽ“ B.E. in Automation & Informatics, Vietnam National University – Hanoi (VNU)
  • πŸ“ Currently exchanging at National University of Singapore (NUS)
  • πŸ”­ Passionate about Robotics, Embedded Control Systems, AI-driven Mechatronic Intelligence
  • 🌱 Learning: PyTorch, OpenCV, ROS, Jetson Nano
  • πŸ“« Reach me: nk.long723@gmail.com

🧠 Research Interests

  • πŸ€– Robotics & Mechatronics: Delta parallel robots, UAVs, manipulator kinematics
  • βš™οΈ Control Systems: Adaptive Fuzzy, Backstepping, PID, MPC/NMPC
  • 🧩 AI for Engineering Systems: SINDy, Gradient Boosting, Random Forest
  • 🏭 Smart Manufacturing: Cutting-force prediction in Milling Process

πŸ§ͺ Selected Projects

  • Adaptive Fuzzy + Backstepping for 3-DOF Delta Robot
    Stability via Lyapunov; validated in MATLAB/Simulink.
    Published in Lecture Notes in Networks and Systems (Springer, Q4).

  • YOLOv5s for PPE Detection on Construction Sites
    2,632 real images; 6 activations compared; mAP@0.5 = 83.9%.
    Vision-based safety for real-world sites.

  • Adaptive Control for 3-DOF Parallel Robot (2024)
    Mechanical prototype + embedded closed-loop control; MATLAB–Simulink integration.
    Published in Springer STAIS 2023 & ICTA 2024.


πŸ› οΈ Tech Stack

Languages: MATLAB, Python, C/C++, LaTeX Frameworks/Libraries: PySINDy, scikit-learn, TensorFlow, OpenCV, matplotlib
Tools: Simulink, STM32CubeIDE, Arduino IDE, TIA Portal, SolidWorks, ROS
Domains: Control design, signal processing, ML for dynamics

Arduino C C++ Git MATLAB OpenCV PyTorch scikit-learn ROS

πŸ“ˆ GitHub Stats

Streaks


β€œControl is not just about systems β€” it’s about empowering intelligence in motion.”

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