Seungmin Lee Profile

Hi, I'm Seungmin Lee

Robotics - AI/ML Researcher & Developer |

Creating innovation at the intersection of AI and robotics.

About Me

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.

Tech Stack

Python
C++
PyTorch
LeRobot
ROS/ROS2
OpenCV
YOLOv8
MuJoCo
CARLA
Computer Vision
Robotics
Git/Github
Linux

Experience

Undergraduate Research Intern

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.

B.S. in Mechanical Engineering

Konkuk University · Expected Aug 2026

GPA: 3.54/4.50 · Top 26% · Dean's List 2025

Autonomous Driving Team Lead

Dec 2024 - Present

Being the team leader in Student club Dolbat's Autonomous driving team

Projects

DolbotX National Defense Robot

🥈 2nd Place - Hanwha National Defense Award. Mission-critical perception system with YOLOv8 for autonomous pick-and-place operations.

PyTorch YOLOv8 Computer Vision Robotics ROS2

YOLOTL - Autonomous Driving

🥈 2nd Place among 26 universities. Real-time lane segmentation with modified YOLOPv2 for full-scale EV. Custom BEV lane dataset and ROS integration.

PyTorch YOLOv8 Computer Vision ROS Autonomous Driving

CARLA Base Controller

Graduation project: CARLA simulator integration with ROS1. PID longitudinal and Pure Pursuit lateral controller

CARLA ROS Control Systems

Contact

Feel free to reach out if you're interested in new opportunities or collaboration!