projects

Research projects and personal works.

Bio-Embodied Physical AI Research Center
Period 2025.07 — Present
Funder 과학기술정보통신부 (MSIT)
Role 참여연구원 (Research Participant)
Highlights
  • Diffusion-based future prediction model development (디퓨전 기반 미래예측 모델 개발)
Tags
Diffusion Generative AI Prediction
Self-Photography Pose Recommendation System Using Pose Estimation and Object Recognition
Period 2024.09 — 2025.12
Funder Course Project
Role Project Leader
Highlights
  • Full-stack web system development (React, Django, MariaDB)
  • AI model web-based deployment and real-time service
Tags
Pose Estimation React Django Full-Stack
Low-Light Image Object Detection
Period 2024.09 — 2025.12
Funder Industry-Academia Project (BWI / Korea Photonics Technology Institute)
Role Project Leader
Highlights
  • Low-light image data collection and labeling
  • Object detection model development and fine-tuning
  • On-device demonstration on Qualcomm RB5 board
Tags
Object Detection Low-Light Edge AI Qualcomm RB5
Simulation Data Based on Real-Road Hazard Scenarios
Period 2024.06 — 2024.12
Funder 한국지능정보사회진흥원 (NIA)
Role 실무책임자 (Project Lead)
Highlights
  • Vision-Language Model development and fine-tuning (VLM 개발 및 파인튜닝)
Tags
VLM Autonomous Driving Simulation
Deep Learning-Based Target Detection and Tracking Using Multi-Sensor Information
Period 2024.05 — 2026.04
Funder 국방과학연구소 (ADD)
Role 실무책임자 (Project Lead)
Highlights
  • Hyperspectral data collection and analysis (초분광 데이터 수집 및 분석)
  • Hyperspectral detection and generative model development (초분광 탐지 및 생성 모델 개발)
Tags
Hyperspectral Object Detection Deep Learning Defense
Future Automotive Core Technology Professional Training Program
Period 2024.01 — 2027.04
Funder 한국산업기술진흥원 (KIAT)
Role 참여연구원 (Research Participant)
Tags
Autonomous Driving