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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 |
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
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2023 - 2026 Istanbul, Turkey
Sabancı University
Bachelor in Electronics Engineering (Double Major)
- Focus on embedded systems and electronics for robotics applications
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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
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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.
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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.
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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.
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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.
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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.
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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
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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
- 2023
Extracurricular Student Activities Leadership Award
Sabancı University
- 2024
Extracurricular Student Activities Leadership Award
Sabancı University
- 2020
Full Tuition Scholarship
Sabancı University
Certificates
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2024.12 Autonomous Driving Technologies Certificate
T.C. Sanayi ve Teknoloji Bakanlığı
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2024.08 Certified SOLIDWORKS Associate (CSWA)
Dassault Systèmes
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2024.03 Yapay Zeka Uzmanlık Programı
T.C. Sanayi ve Teknoloji Bakanlığı
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2023.09 -
2023.02 Yetkin Gençler - Eng-2023
Yetkin Gençler
Languages
English | |
Advanced |
Turkish | |
Native |
Volunteer
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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.
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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.
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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 |