Passionate about AI Systems, Computer Vision, Multimodal Learning, and MLOps for real-world intelligent automation.

• AI / CV / Data-centric ML competitions & research
• Interested in scalable training pipelines and deployment

Seoul National University of Science and Technology (SeoulTech)
B.S. (Double Major) — Mechanical Convergence Engineering & Applied Artificial Intelligence
Mar 2022 – Feb 2026

Machine Learning Engineer Intern — KIST (Korea Institute of Science and Technology)
Mar 2025 – Aug 2025

• Conducted research on Vision-Language Models (VLM) for automated objective information extraction
• Built multimodal perception pipeline for digital twin–based robotic environments
• Integrated detection, segmentation, and OCR modules into deployable inference workflow

AI Detection Model Competition for Deepfake Crime Response — Excellence Award (Leader)
National Forensic Service (NFS) | Dec 2025

• Developed classification models to distinguish real vs fake face images/video frames
• Designed large-scale data collection and generator-specific artifact learning strategy

AI Competition for Traffic Accident Risk Prediction using Cognitive Data — Merit Award (Leader)
Korea Transportation Safety Authority (KOTSA) | Dec 2025

• Built predictive models using transport worker cognitive feature data

2025 MixUP AI Datathon — Excellence Award (Leader)
Upstage AI | Nov 2025

• Designed prompt engineering workflow using SOLAR Pro2 API

Capstone Design (Autonomous Firefighting Robot) — Grand Prize (Leader)
Seoul National University of Science and Technology | Jun 2025

• Developed CCTV-based fire detection AI integrated with ROS-based autonomous robot

2025 Weather Big Data Contest — Encouragement Award (Member)
Korea Meteorological Administration (KMA) | Aug 2025

Paju Citizen AI Innovation Idea Competition — Encouragement Award (Leader)
Paju City | Dec 2025

2024 Big Data Creator Camp — Excellence Award (Leader)
National Information Society Agency (NIA) | Nov 2024