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gizemdogafiliz/README.md

Hi there, I'm Gizem! πŸ‘‹

Roboticist πŸ”Ή Control Freak πŸ”Ή Vision Alchemist πŸ”Ή Feedforward Thinker πŸ”Ή SE(3)Dweller πŸ”Ή βˆ‚V/βˆ‚t < 0

πŸ›   Tech Stack (mostly)

MATLAB Python C++ ROS Gazebo

πŸŽ“ About Me

  • πŸ”­ MSc in Automation and Control Engineering @ Politecnico di Milano
  • πŸŽ“ BSc in Mechatronics Engineering @ SabancΔ± University (GPA: 3.50/4.0)
  • 🎯 Research Interests: Robot Control, Computer Vision, Machine Learning for Robotics
  • 🦾 Former Research Intern @ MIRMI Lab (TUM) β€” Vision-augmented force-impedance control
  • πŸ€– Former Research Intern @ PRISMA Lab (Naples) β€” EMG-controlled hand exoskeleton

πŸ”¬ Research Experience

🦾 Munich Institute of Robotics and Machine Intelligence (MIRMI) - TUM (May - July 2025)

  • Developed vision-augmented force-impedance control for autonomous surface cleaning
  • Implemented MDP planner with Bayesian belief updating for intelligent motion planning
  • Designed adaptive stiffness control algorithm with real-time surface normal estimation

πŸ€– PRISMA Lab - University of Naples Federico II (June - September 2024)

  • Designed and built Hand Exoskeleton with 4-bar linkage system
  • Implemented Machine Learning algorithms for EMG-based control
  • Real-time hand state classification and exoskeleton actuation

πŸ”¬ Featured Projects

Project Description Tags
🚁 Aerial Robotics: Hover to Contact Full UAV stack on telekyb3/GenoM3 β€” tilt-hexarotor control + wall inspection Aerial Force Control Gazebo
πŸ›Έ Obstacle-Aware Quadrotor NMPC Quaternion NMPC obstacle avoidance β€” in-MPC keep-out vs APF β€” plus a backflip with NMPC recovery NMPC acados Gazebo
πŸ‘ Adaptive Switch Visual Servoing IBVS controller handling 200Β°+ orientation mismatches, 27-34% faster convergence Visual Servoing MATLAB UR5
🎯 Cart-Pole Swing-Up with JAX Neural network + Mixture-of-Experts controller for swing-up & stabilization JAX MuJoCo Deep Learning

Find Me Around The Web 🌍


⚑ "Building intelligent robots that can see, feel, and adapt to their environment"

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  1. Obstacle-Aware-Quadrotor-NMPC Obstacle-Aware-Quadrotor-NMPC Public

    Quaternion NMPC for quadrotor obstacle avoidance (in-MPC keep-out vs. APF) and backflips, with acados SQP-RTI and lidar perception.

    Python

  2. Aerial-Robotics-FromHoverToContact Aerial-Robotics-FromHoverToContact Public

    End-to-end software stack for multi-rotor UAVs: modeling, trajectory generation, state estimation, motion control, and physical interaction (admittance filter + wrench observer) for a fully-actuat…

    Python 2

  3. Adaptive-Switch-ImageBasedVisualServoing Adaptive-Switch-ImageBasedVisualServoing Public

    Implementation study of adaptive switch image-based visual servoing (IBVS) for robotic manipulation (Ghasemi et al., 2020)

    MATLAB 3

  4. CartPole-SwingUp-Control CartPole-SwingUp-Control Public

    Neural network-based cart-pole swing-up control with JAX and MuJoCo

    Jupyter Notebook

  5. a2_ros a2_ros Public

    Forked from 03alebassi-debug/a2_ros

    Primary ROS workspace for the ETH RobotX - Robotics Summer School

    Python

  6. 2DOF-Planar-Elbow-Manipulator 2DOF-Planar-Elbow-Manipulator Public

    Integrated Mechatronic System: 2-DOF planar manipulator with mechanical design (SOLIDWORKS), power electronics (LTspice), and control systems (MATLAB/Simulink) | ME408 Course Project

    MATLAB 1