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A concise summary of my education, work experience, projects, and skills in robotics, mechatronics, and automation.

Basics

Name Yunus Emre Danabaş
Label B.Sc. Mechatronics & Electronics Engineering Student
Email yunusdanabas@sabanciuniv.edu
Phone +90 5059546704
Url https://yunusemredanabas.com
Summary I am a final-year undergraduate at Sabancı University pursuing a double major in Mechatronics and Electronics Engineering. Graduating top of my Mechatronics class, I combine rigorous academic foundations with extensive hands-on experience in robotics, control systems, and embedded technologies to drive innovative research and practical robotic solutions.

Education

  • 2023 - 2026

    Istanbul, Turkey

    Sabancı University
    Bachelor in Electronics Engineering (Double Major)
    • Focus on embedded systems and electronics for robotics applications
  • 2020 - 2025

    Istanbul, Turkey

    Sabancı University
    Bachelor in Mechatronics Engineering
    CGPA: 3.77/4.00
    • Graduated 1st in class
    • Dean's High Honor
    • Full Tuition Scholarship
    • Extracurricular Student Activities Leadership Award (2023 & 2024)
    Relevant Courses:
    • Kinematics and Dynamics of Machines
    • Introduction to Robotics
    • Autonomous Mobile Robotics
    • Deep Learning for Robot Control

Research & Engineering Experience

  • 2025.06 - present
    PRISMA Lab, University of Naples Federico II
    Research Intern
    • Contributing to the mechanical and mechatronic design of a lunar micro-rover prototype.
    • Creating detailed CAD models and early-stage prototypes in Fusion 360.
  • 2024.09 - present
    Sabancı University
    Teaching Assistant
    • Assisted in ME312 Analysis & Synthesis of Mechanisms and ME403 Introduction to Robotics, instructing 20+ students per semester.
    • Held weekly office hours and supervised course projects to reinforce theoretical concepts.
  • 2024.06 - 2024.08
    Munich Institute of Robotics and Machine Intelligence (TUM MIRMI)
    Research Intern
    • Investigated crossed-flexure hinge architectures to decouple force and moment measurements in robotic 6-DoF force-torque sensors, enabling higher moment capacity without sacrificing force resolution.
    • Developed a parametric MATLAB simulation pipeline based on Wittrick's crossed-strip flexure theory to rapidly explore hinge geometries, loading scenarios, and deformation characteristics.
    • Fabricated physical prototypes using SolidWorks for CAD design and implemented precise instrumentation with strain gauges; created a detailed installation and testing manual.
    • Validated deformation models experimentally using a custom computer-vision pipeline (edge detection, RANSAC curve fitting), ensuring consistency between analytical predictions and real-world data.
    • Implemented Gazebo-based digital twins to simulate and analyze the dynamic response of the flexure-stage integration onto a robotic system, facilitating pre-hardware controller tuning and stability assessment.
  • 2023.09 - 2023.10
    TÜBİTAK BİLGEM
    Robotics Engineering Intern
    • Completed formal ROS training focused on SLAM, navigation, and multi-robot systems.
    • Designed and benchmarked single- vs multi-robot frontier-exploration strategies in Gazebo (TurtleBot3).
    • Implemented real-time map-merging and RViz visualization for collaborative exploration.
  • 2023.06 - 2023.09
    Pubinno Inc.
    Mechanical Engineering Intern
    • Designed 3D-printed prototypes in Onshape to accelerate iteration cycles.
    • Led development of an automated maintenance prototype enabling field technicians to perform first-line servicing.
    • Coordinated QA/QC activities with suppliers and documented manufacturing processes.
  • 2023.01 - 2023.02
    TÜBİTAK BİLGEM
    Embedded Systems Intern
    • Gained hands-on experience with Adalm-Pluto SDR, implementing Python-based wireless communication and signal-processing demos.

Skills

  • CAD & Fabrication
    OnShape, SolidWorks (CSWA), SolidWorks Simulation, SolidWorks Motion, Fusion 360, FDM 3D printing
  • Robotics, Simulation & Electronics
    ROS 1/2, URDF/Xacro, MoveIt, Navigation2, SLAM & exploration, Gazebo, MuJoCo, Brax, RealSense SDK, Arduino, ESP32, LTSpice
  • Programming & Machine Learning
    Python (JAX, Optax, Diffrax, TensorFlow, TensorFlow Lite GPU delegate, Keras, OpenCV, MediaPipe), C++, MATLAB/Simulink, Autolev, OpenAI Gym/PPO, Docker, Git, Verilog, Linux

Projects

  • 2024.10 - 2025.05
    Passive Walker RL Pipeline
    Three-stage curriculum (FSM ➜ Behaviour Cloning ➜ PPO) that trains a passive-dynamic biped to walk using MuJoCo fidelity and Brax GPU speed.
    • Bootstrapped expert demonstrations in 30 s, then reached stable gait in 10⁵ steps
    • Implemented JAX + Equinox + Optax stack; open-sourced code and reports
    • Performed large-scale hyper-parameter sweeps on GPU to optimise policy efficiency
  • 2025.03 - 2025.05
    Hand-Steer Sim — Gesture Teleoperation
    Webcam-only hand-gesture interface replacing physical joysticks for ROS mobile robots.
    • MediaPipe landmarks drive 1 k-param MLP (static) and 6 k-param LSTM (steering)
    • Achieved 99 % macro-F1 and 13 ms end-to-end latency on GPU (25 ms CPU)
    • One-command ROS Noetic or Docker launch starts camera, inference, and Gazebo
  • 2023.09 - 2023.09
    MultiExplorer — Multi-Robot Frontier Exploration
    ROS + Gazebo comparison of single- vs multi-robot TurtleBot3 frontier exploration and SLAM.
    • Implemented explore_lite, GMapping, and multirobot_map_merge in namespaced stacks
    • Merged maps in real time; triple-robot setup cut coverage time by ≈ 50 %
    • Provided headless CI launches and Canva presentation for dissemination

Awards

Certificates

Languages

English
Advanced
Turkish
Native

Volunteer

  • 2022.09 - 2024.09

    Istanbul, Turkey

    Board Member
    Sabancı IEEE Student Chapter
    Responsible board member overseeing SURover team operations, maintaining the leadership structure, and ensuring project continuity within the chapter.
  • 2022.09 - 2024.06

    Istanbul, Turkey

    Financial Affairs Coordinator
    Sabancı University SIAM Student Chapter
    Managed chapter budgets, sponsorship funds, and financial reports in coordination with global SIAM headquarters. Organized seminars, reading groups, and on-campus mathematics competitions to boost student engagement.
  • 2021.04 - 2021.06

    Istanbul, Turkey

    Volunteer Narrator
    Civic Involvement Projects
    Recorded and edited audiobooks for visually impaired individuals, expanding the accessibility of educational and literary resources.

Interests

Robotics
Control Systems
Embedded Systems
Simulation
Automation
Machine Learning
Reinforcement Learning
Optimization
Data-Driven Control