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SaidGuerazem/README.md

👨‍🚀 Said GUERAZEM

🎓 PhD Researcher in Intelligent Multispectral Vision & Autonomous Space Systems
📍 City, University of London | NATO SPS Programme – Lead Odometry Engineer
🧠 Passionate about AI, Computer Vision, and Space Robotics


🛰️ About Me

I’m working on intelligent multispectral-based relative navigation, guidance and control for spacecraft rendezvous and docking operations.
My research focuses on deep learning, multimodal vision, and reinforcement learning for perception and control.


🧩 Current Research Focus

  • Multispectral Image-Based Pose Estimation for Spacecraft Relative Navigation
  • Deep Reinforcement Learning for Spacecraft Guidance and Control
  • Active SLAM & Autonomous Exploration

⚙️ Some Languages & Tools That I Use

🖥️ Programming Languages

         

🤖 AI / ML / DL Frameworks

             

🛰️ Robotics, Vision & Simulation

           

🧰 Dev & Research Tools

             


📚 Featured Projects

  • 🧭 Deep Reinforcement Learning for Active SLAM — Implemented D3QN with Prioritized Experience Replay in ROS + Gazebo (TurtleBot3).
  • 🌍 LiDAR–IMU SLAM for Outdoor Navigation — Ouster OS1-based SLAM system for plain field mapping and localization.

📫 Connect With Me

🔗 LinkedIn
📧 Email


"Bridging AI and Space Robotics through Intelligent Vision."

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  1. MPC-RNN-Controller MPC-RNN-Controller Public

    This repository contains code for implementing a Recurrent Neural Network (RNN) Model Predictive Controller (MPC) for a 4-tank coupled system, as part of My Master's degree thesis project.

    Jupyter Notebook 4

  2. ROS-based-solution-for-the-movement-control-of-the-kuka-lbr-iiwa-14-arm ROS-based-solution-for-the-movement-control-of-the-kuka-lbr-iiwa-14-arm Public

    We used the ROS API developed by Sheffield robotics to control the kuka lbr iiwa 14 arm. Furthermore, we could introduce a simple trajectory illustrator and recreate it using rosbag and the api.

    Python

  3. A-Deep-Reinforcement-Learning-Approach-for-Active-Slam-Exploration A-Deep-Reinforcement-Learning-Approach-for-Active-Slam-Exploration Public

    Python 3 1

  4. Delivery-Optimization-based-on-costumers-localization-and-discrepancy- Delivery-Optimization-based-on-costumers-localization-and-discrepancy- Public

    This repository contains our proposed solution for the bonus problem presented at Algeria DataCup 3.0. My team Dauntless and I could win this particular challenge and we secured the 2nd position ov…

    Jupyter Notebook

  5. SPEED-CHALLENGE SPEED-CHALLENGE Public

    Jupyter Notebook

  6. Vision-based-autonomous-path-tracking-of-a-mobile-robot-using-fuzzy-logic Vision-based-autonomous-path-tracking-of-a-mobile-robot-using-fuzzy-logic Public

    Jupyter Notebook