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lxmampuya/README.md
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whoami

const alex = {
  role: "Robotics MSc Student @ TU Delft",
  location: "Delft, NL 🇳🇱 | Antwerp, BE 🇧🇪",
  education: {
    masters: "MSc Robotics @ TU Delft (2025–Present)",
    bachelors: "BSc Mechanical Engineering @ TU Delft (2021–2025)",
    minor: "Offshore Wind Energy @ Aerospace Engineering Faculty"
  },
  interests: ["Autonomy", "Computer Vision", "Machine Learning", "Planning & Decision Making"],
  languages: ["Dutch 🇳🇱", "English 🇬🇧", "French 🇫🇷"],
  hobbies: ["Skiing ⛷️", "Tennis 🎾", "Piano 🎹", ]
};

Robotics

Project What Stack
🚁 Autonomous MAV Flight (paparazzi) Full-Pipeline Integration. Developed gate detection from monocular camera feeds and a sensor-fusion-based action controller. Deployed in a real-world test environment. Python · C++ · Computer Vision · Control Theory · SIM-TO-REAL
💻 Autonomous Quadcopter Navigation System Architect. Designed a dynamic simulation environment and integrated the full software stack. Implemented path planning (RRT*) and a centralized controller for autonomous flight. Python · PyBullet · RRT* · MPPI
🎨 Evolutionary Van Gogh Genetic Algorithm Optimization. Hypothesized, designed, and tested various Genetic Algorithms to solve a single-objective evolutionary computing task to reproduce a painting. Python · Genetic Algorithms · Evolutionary Computing · Optimization
🤖 Machine Learning for Navigation Behavioral Cloning. Trained a Random Forest model on robotic image sequences (video) to predict optimal navigation steps for object tracking. Contributed to the feature extractor and model architecture. Python · Random Forest · CNN · Feature Extraction · Computer Vision
🧍 Sensor Fusion & Mapping Multi-Modal Perception System. Implemented homogeneous coordinate transformations to fuse camera, lidar, and radar. Executed ground segmentation, YOLO?LiDAR-based pedestrian localization, and temporal point cloud mapping from a recorded data sequence. Python · YOLO · Sensor Fusion
🚙 Ground Robot Perception & Control Perception-Driven Obstacle Avoidance. Engineered a holonomic robot for path-following between cones using Lidar and PCL, with camera-based emergency stops for human detection in a Gazebo simulation. ROS2 · Gazebo · Python · PCL · Lidar

Note: The last 3 of these projects were developed within private local environments. While the source code is not public, I am happy to discuss.

Tech

Python C++ OpenCV PCL Nav2 PyTorch TensorFlow ROS2 Gazebo RViz Git Linux


🤝 Let's Connect


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  1. paparazzi paparazzi Public

    Forked from tudelft/paparazzi

    TUDelft Paparazzi

    C 1

  2. Autonomous_Quadcopter_Navigation Autonomous_Quadcopter_Navigation Public

    Forked from JakaHatlakLJ/PDM_project

    In this planning & decision making prroject, we designed a RRT* global trajectory planner and local MPC/MPPI controllers, and combined them to enable a quadcopter to fly from any point A to B in a …

    Python

  3. Evolutionary_VanGogh Evolutionary_VanGogh Public

    Forked from hunor022/ea_group11_project

    For this project we hypothesized, designed, and tested different Genetic Algorithms to solve a single-objective evolutionary algorithms task on a painting.

    Jupyter Notebook