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  • DHBP Lab, KANGWON University
  • Chuncheon, REPUBLIC OF KOREA

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do-gongil/README.md

Lee Dohyun | 이도현

Research Topic

Autonomous Driving · Robotics · Computer Vision · ML/DL · Embedded Systems · Agent Skills


Background

2020.03 ~ 2025.02 Div. of Automotive engineering, Daelim University College (GPA : 3.91/4.5)

2023.09 ~ 2025.02 Daelim AutoPilot | Autonomous driving Club

2025.03 ~ 2027.02 Dept. of Mechatronics engineering, Kangwon National University (GPA : 4.11/4.5)

2025.11 ~ Digital Health Biophotonics Lab | Undergrate Research Assistant


Projects

HL FMA Simulation — VTD Simulation

Autonomous driving controller built from scratch — OpenDRIVE HD map parsing, lane-level path planning, Pure Pursuit lateral control, and a behavior state machine
Python NumPy OpenDRIVE Pure Pursuit TCP Lock-step

Repository

ManimGL Agent Skill

Agent skill for creating explanatory animations with 3Blue1Brown's ManimGL
Python ManimGL Agent Skill Plugin Claude Code Codex

Repository

ESP32 & VL53L8CX Depth Sensing

Firmware that runs the VL53L8CX 8×8 ToF sensor on an ESP32-S3 and visualizes the serial stream as a real-time heatmap
C++ ESP32-S3 PlatformIO I2C Python

Repository

ToF-RGB Coaxial Fusion

Coaxial fusion that aligns the VL53L8CX 8×8 depth map with 5MP camera images by sharing the optical axis via a beam splitter — time-synchronized over ESP32-S3 serial
Python OpenCV ESP32-S3 Sensor Fusion Calibration

Repository

Chess Opening Trainer

Personal web app for studying opening theory and variations as a move tree — explore, edit, and training modes with engine analysis
TypeScript React Vite Vitest WebAssembly

Repository

AWS DeepRacer 2025 — Reinforcement Learning

Designed a racing-line-following reward function; computed racing line coordinates and speed profiles for the qualifier (Spain) and final (Smile Speedway) tracks
Python Reinforcement Learning Reward Shaping AWS DeepRacer

Repository

AutoRace 2024 — ROS Autonomous Driving

Competition code for a 1/10-scale autonomous driving contest — sliding-window lane detection, LiDAR clustering-based obstacle avoidance, and AR marker mission handling ROS OpenCV LiDAR Ackermann VESC

Repository

Screen Pair Finder

Tool that captures a selected ROI of a matching game screen in real time and highlights pairs of identical icons Python OpenCV Template Matching

Repository

Biogas Composition Prediction

Private

pandas scikit-learn XGBoost Optuna SHAP


Tech

Python · NumPy · pandas · scikit-learn
OpenCV · ROS · PlatformIO · Linux · Git


Awards & Certification

2026

  • DSAC 2급 / ASAT 1급

  • (사)국제차세대융합기술학회 학부논문경진대회 - 우수논문상

  • HL FMA 시뮬레이션 부문 참여

2025

  • AWS DeepRacer Championship - 본선 11위

2024

  • SEA:ME Hackathon 참여

  • Autorace 2024 스케일카 자율주행 경진대회 - COSS 협의회장상

2023

  • 자동차정비산업기사

2021

  • 자동차정비기능사

About


GitHub

Popular repositories Loading

  1. AWS-Deepracer AWS-Deepracer Public

    AWS DeepRacer reward functions and racing-line analysis — 2025 Chuncheon Championship

    Python

  2. manimgl-skill manimgl-skill Public

    Agent skill for ManimGL (3Blue1Brown's Manim) — not Manim Community Edition

    Python

  3. pair-finder pair-finder Public

    매칭 게임 화면에서 서로 같은 아이콘 2개를 실시간 검출해 표시하는 도우미 (OpenCV)

    Python

  4. do-gongil do-gongil Public

  5. vl53l8cx-tof vl53l8cx-tof Public

    ESP32-S3 firmware for the VL53L8CX 8x8 time-of-flight sensor, with a Python serial heatmap viewer

    Python

  6. chess-opening-trainer chess-opening-trainer Public

    React + TypeScript chess opening trainer with move-tree study, drilling, and Stockfish WASM analysis

    TypeScript