CV
Education
Sejong University Seoul, South Korea
B.S in AI Robotics Mar. 2022 - Feb. 2027 (Expected)
- Interests: Machine Learning, Image Processing, Computer Vision, Object Detection
- GPA: Total 4.0/4.5, Major 4.04/4.5
Research Experiences
MINES Lab (Advisor: Hyungseok Kim) Sejong University
Undergraduate Researcher Dec. 2023 - Jan. 2026
Perceptual AI LAB (Advisor: Chanho Eom) Chung‑ang University
Undergraduate Researcher Feb. 2026 - Jul. 2026
Project Experiences
Detection of Abnormal Human Activity Recognition Mar. 2024 - Jan. 2025
- Developed a system to identify and flag unusual human behaviors from real-time webcam streams for automated security monitoring.
- Engineered a two-stage pipeline: first, utilized YOLOv11 for efficient human detection, then processed the resulting bounding boxes with a Two-Stream CNN for detailed action classification.
Multimodal Wearable Visual Aid for the Visually Impaired Feb. 2025 - Jan. 2026
- Contributed to the development of a real-time navigational assistance system by designing and training models to detect indoor and outdoor obstacles from stereo camera input.
- Fine-tuned an RT-DETR model on a custom dataset of outdoor obstacles, achieving over 90% mAP50 for 5 classes and preparing the model for future deployment on an NPU.
AI Docent Robot for the Visually Impaired (Capstone Design) Mar. 2026 - Jun. 2026
- Developed an AI‑powered museum docent robot for visually impaired visitors by integrating autonomous navigation with voice‑based interactive guidance.
- Implemented ROS2‑based autonomous navigation and an LLM‑powered RAG pipeline for personalized artwork explanations and real‑time Q&A.
Publications
AI Robotic Infant and Toddlers Alert In-Home System ICCAS 2025
M Kim, S Lee, T Kim and H Kim (oral presentation) Nov. 2025
- Developed a unified vision-based system using a VideoMAE V2 backbone and low-light enhancement filter to recognize 8 baby behaviors, validating its feasibility for real-time robotic monitoring.
- Reviewed one of the paper submissions for ICCAS 2025.
Extracurricular Activities
Sejong AI Circle SAI Mar. 2025 - Feb. 2026
Member
- Led and mentored a study group of 4 junior members, focusing on foundational deep learning concepts like CNNs and RNNs.
Korea Electronics Technology Institute (KETI)
Research Internship Jan. 2026 - Feb. 2026
- Developed an on‑device VLM service using Phi‑4 on Jetson Orin and Raspberry Pi.
- Reproduced and implemented a Visual Grounding research paper on Jetson Orin.
Honors & Awards
2025 Bronze Award, Sejong AI Challenge 2025S Seoul, S.Korea
2025 Gold Award, Sejong AI Challenge 2025F Seoul, S.Korea
2026 Encourage Prize, SMART Tournament 2026S Seoul, S.Korea
Skills
Programming Python, C/C++, Java
Deep Learning Pytorch, Tensorflow, Scikit-learn
Data Analysis Numpy, Pandas, Matplotlib
Languages Korean, English, Japanese
Certifications
TOEIC (975/990) 2025.04.13
TEPS (403/600) 2026.03.28
JLPT N1 (143/180) 2026.01.19