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lkpopo/README.md

Hi there, I'm Pengfei Deng (lkpopo) 👋

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👨‍💻 About Me

I am a robotics engineer and software developer passionate about Autonomous Robotics, 3D Spatial Intelligence, and High-Performance Engineering.

  • 🤖 Focus Areas: LiDAR-Inertial Odometry (LIO), SLAM, 3D Point Cloud Processing, and Autonomous Path Planning.
  • 🔭 Working On: Next-generation 3D spatial mapping, multi-agent swarm trajectory planning, and robotics software deployment on ROS/ROS2.
  • 💡 Core Interests: Integrating deep learning with classical 3D vision, high-speed robot navigation, and full-stack automation.
  • ⚡ Fun Fact: Turning complex mathematical models into efficient real-time C++ code is my superpower.

🛠️ Tech Stack & Tooling

Programming & Frameworks

C++ Python ROS ROS2 PyTorch OpenCV

Robotics, Point Cloud & Math

Eigen PCL Open3D CMake

Environment & Development Tools

Linux Ubuntu Git Docker VSCode


🚀 Key Focus & Research Areas

graph LR
    A[Autonomous Navigation & Robotics] --> B[Perception & SLAM]
    A --> C[Motion Planning & Swarm]
    A --> D[3D Vision & Automation]

    B --> B1[FAST-LIO / GLIM / Livox Mid-360]
    B --> B2[Point Cloud Registration & PCL]

    C --> C1[A* Global Planner on 3D Octomap/PCL]
    C --> C2[EGO-Planner & Multi-Agent Swarm]

    D --> D1[Open3D & Deep Learning]
    D --> D2[CAD to 3D Mesh Generation]
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  • 📡 LiDAR-Inertial SLAM: High-performance real-time state estimation with Solid-State & Mechanical LiDAR (Livox Mid-360, HAP, Velodyne) integrated with IMU.
  • 🎯 3D Path Planning: Trajectory generation and real-time obstacle avoidance under complex 3D environments.
  • 📐 CAD & Geometric Processing: Algorithmic pipeline transforming 2D CAD drawings into structured 3D spatial models.
  • 🤖 Agent & Automation Systems: Autonomous workflow tools, script automation, and AI content publishing.

📊 GitHub Statistics

Pengfei's GitHub Stats Top Languages

GitHub Streak


💡 "Continuous learning, solid engineering, and turning vision into reality."

📫 Feel free to reach out for robotics, SLAM, and software collaboration!

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