Robotics - AI/ML Researcher & Developer |
Creating innovation at the intersection of AI and robotics.
Hello! I'm an undergraduate researcher at Korea University MINT LAB, specializing in autonomous systems, robotics, and computer vision. I have expertise in developing real-time perception algorithms (object detection/segmentation) and deploying them on embedded systems like Jetson Orin Nano.
My research focuses on Vision-Language-Action (VLA) models for general-purpose robotics. I'm currently developing visualization frameworks for the LeRobot library and working on data preprocessing pipelines for VLA model architectures. I aim to explore how multi-modal transformer architectures can enable robots to perform complex tasks from natural language instructions.
Korea University MINT LAB · Nov 2025 - Present
Developing real-time visualization frameworks for LeRobot's LIBERO evaluation pipeline. Designing training scripts and data preprocessing pipelines for Vision-Language-Action (VLA) models. Constructing robot hardware XML files in MuJoCo and configuring teleoperation environments.
Konkuk University · Expected Aug 2026
GPA: 3.54/4.50 · Top 26% · Dean's List 2025
Dec 2024 - Present
Being the team leader in Student club Dolbat's Autonomous driving team
🥈 2nd Place - Hanwha National Defense Award. Mission-critical perception system with YOLOv8 for autonomous pick-and-place operations.
🥈 2nd Place among 26 universities. Real-time lane segmentation with modified YOLOPv2 for full-scale EV. Custom BEV lane dataset and ROS integration.
Feel free to reach out if you're interested in new opportunities or collaboration!