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Rongxuan-Zhou/README.md

Hi there! πŸ‘‹ I'm Rongxuan Zhou

Welcome to my GitHub profile!I'm a passionate robotics enthusiast with background in AI integration, hardware monitoring systems, and machine learning. My work focuses on bridging cutting-edge AI technologies with robotics and industrial applications..


πŸš€ About Me

  • πŸŽ“ Education:

    • Master's in Robotics (in progress) at Northeastern University, Boston.
    • Bachelor's in Mechanical Engineering at Northeastern University, China.
  • πŸ’» Professional Experience:
    I've worked on cutting-edge projects involving computer vision, UAV tracking, and collaborative robotics at leading organizations like Shanghai Jiaotong University, CloudMinds Robotics, and NIO. Automobile. My expertise includes crafting solutions for challenges in robotics sensing, autonomous systems, and robot communication frameworks..

  • 🌟 Key Achievements:

    • Designed a centroid search algorithm that enhanced data reliability and reduced processing time by 30%.
    • Improved motion accuracy in robotics systems by integrating high-precision sensors and developing adaptive control algorithms.
    • Published findings on residual stress analysis in Journal of Physics and presented at international conferences.

πŸ› οΈ Skills

  • Programming: Python, C++, C, Java, R, SQL, MATLAB, ROS.
  • Machine Learning & AI: TensorFlow, PyTorch, OpenCV, YOLO, Edge AI Optimization.
  • Hardware & Simulation: SolidWorks, AutoCAD, CATIA, ANSYS, Finite Element Analysis (FEA).
  • Languages: Fluent in English, Chinese; Proficient in German and Japanese.

πŸ“ˆ Current Focus

I'm currently pursuing advancements in AI-driven robotics, sensor fusion, and autonomous systems. My work includes exploring state-of-the-art NLP models, computer vision techniques, and real-time control systems.


🌱 What I'm Learning

  • Reinforcement Learning for optimizing autonomous system control.
  • Transformer-based computer vision models for industrial applications..
  • Advanced robot communication protocols to improve scalability and reliability.

πŸ“« Connect with Me

Pinned Loading

  1. Scene-Classification-and-Visualization-Tools-Based-on-Waymo-Dataset Scene-Classification-and-Visualization-Tools-Based-on-Waymo-Dataset Public

    Scene Classification and Visualization Tools Based on Waymo Dataset

  2. Aryaman22102002/FAST_LIO_Loop_Closure_Test_On_NUANCE Aryaman22102002/FAST_LIO_Loop_Closure_Test_On_NUANCE Public

    Comparing FAST-LIO and FAST-LIO LC algorithms using our own custom data.

    Python 3

  3. EECE5642-Data-Visualization EECE5642-Data-Visualization Public

    HTML

  4. CS6120_project CS6120_project Public

    Forked from hua2980/CS6120_project

    This project aims to build an efficient social media short text retrieval system using a hybrid architecture combining SBERT and BM25, and leveraging GPU-accelerated FAISS HNSW indexing to achieve …

    Jupyter Notebook