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Yewon Jeon

B.S. in Mechanical Engineering @ Sungkyunkwan University

yw8431@skku.edu

About me

Currently a senior undergraduate student majoring in Mechanical Engineering, with a self-designed interdisciplinary track in Future Mobility. Since Spring 2024, I have been a research intern at the Laboratory of Artificial Intelligence and Robotics (LAIR), advised by Prof. Hyeonwoo Yu.

Research Interest

  • SLAM / Place Recognition
  • Autonomous Driving
  • Spatial Reasoning
  • Planning

Education

[2021.03 - Present] : B.S. in Mechanical Engineering (Major1) & Future Mobility (Major2) @ SKKU

Work Experience & Teaching Assistant

[2023.03 - 2024.12] Project Leader, Autonomous Driving Team @ HEVEN Academic Club
    • Team management and architecture design for autonomous vehicle projects

[2024.06 - 2024.12] 문제해결과 알고리즘 TA (Problem Solving and Algorithms TA)

[2024.07 - 2024.08] 공군 AI 교육 TA (Air Force AI Education TA)

[2024.12 - 2025.02] Winter Vacation Intern @ WISE Automotive
    • 차량의 안전 운행을 위한 딥러닝 기반 ADAS 구현 실무
     (Deep learning-based ADAS implementation for vehicle safety)

Projects

[23.03.01 - 23.11.30] 드론 시뮬레이션 환경 구축(Unreal Engine)을 통한 드론 레이싱 개발 @RISE LAB, SKKU
    (Drone racing development using Unreal Engine-based drone simulation environment)

[23.06.01 - 23.10.14] 다양한 로봇의 자율주행을 위한 실내 정밀 지도 생성 및 데이터 공유 기술 @CLABiL
    (Indoor precision mapping and data sharing technology for autonomous driving of various robots)

[23.08.24 - 23.10.24] 서울 버추얼 자율주행 챌린지
    (Seoul Virtual Autonomous Driving Challenge)

[23.12.18 - 24.01.24] RL 기반 Q-learning을 활용한 자율자동차의 Path Planning
    (Path Planning of autonomous vehicles using RL-based Q-learning)

[23.06.01 - 24.11.10] 대학생 창작 모빌리티 경진대회 무인 모빌리티 부문 @ 자동차 안전 연구원 K-City
    • Team member in 2023
    • Team leader in 2024
    (Student Creative Mobility Competition, Unmanned Mobility division)

[24.06.01 - 24.11.23] 제 7회 성균관대학교 자율주행 해커톤 개최 (규정집) @ 성균관대학교 Learning Factory
    (7th Sungkyunkwan University Autonomous Driving Hackathon)

[24.06.01 - 24.12.01] 동적인 환경에서의 자율주행을 위한 강건한 위치획득 알고리즘 구현
     (Implementation of robust localization algorithm for autonomous driving in dynamic environments)

[25.05.16 - 25.05.17] 2025 자율주행 로봇 레이스 1차 대회 @ ChungBuk University C-Track
    (2025 Autonomous Robot Race Round 1 @ ChungBuk University C-Track)

Awards

[23.08.25] 제6회 국민대학교 자율주행 경진대회 3등 입상
    (3rd Place in the 6th Kookmin University Autonomous Driving Competition)

[23.10.14] 2023 창의혁신 DNA 산학협력 팀 프로젝트 최종 발표회 공학혁신상 수상
    (Engineering Innovation Award at the 2023 Creative Innovation DNA Industry-Academic Cooperation Team Project Final Presentation)

[23.11.24] 샤크(SHARK) 자율주행 대회 우수상 수상
     (Excellence Award at the SHARK Autonomous Driving Competition)

Skills

Programming & Frameworks: Python, C++, C, Pandas, CUDA

Computer Vision & 3D Processing: OpenCV, Open3D, CloudCompare

Software Development & Environment Management: Docker, Git, Conda

Robotics & Embedded Systems: ROS1 / ROS2, Arduino, Embedded Systems

Design Tools: Autodesk Inventor, Fusion 360