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  • Seoul Tech Univ.
  • Korea
  • 02:42 (UTC +09:00)
  • LinkedIn in/ho323

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ho323/README.md

wavingHeader
Passionate about AI systems, Computer Vision, and MLOps for intelligent automation.

๐Ÿ“š Education

  • 2022.03 - 2026.02 : Bachelorโ€™s Degree, Seoul University of Science and Technology
    • Department of Mechanical Convergence Engineering
    • Department of Applied Artificial Intelligence (Double Major)

๐Ÿ’ผ Experience

  • 2025.03 - 2025.08 : ML Engineer, KIST
    • Conducted research on VLM for automated information extraction and digital twin construction

๐Ÿ† Awards

Challenge Hosted by Objective Award Role Date
AI Detection Model Competition for Deepfake Crime Response National Forensic Service (NFS) Developed a classification prediction model to distinguish between real and fake face images/video frames. Excellence Award Leader Dec 2025
AI Competition for Traffic Accident Risk Prediction using Cognitive Data of Transport Workers Korea Transportation Safety Authority (KOTSA) Developed an AI model to predict traffic accident risk using cognitive characteristic data of transport workers. Merit Award Leader Dec 2025
Paju Citizen AI Innovation Idea Competition Paju City Proposed an AI cultural content service to revitalize the Paju Book City area. Encouragement Award Leader Dec 2025
2025 MixUP AI Datathon Upstage AI Prompt Engineering utilizing the SOLAR Pro2 API. Excellence Award Leader Nov 2025
2025 Weather Big Data Contest Korea Meteorological Administration (KMA) Correlation analysis and prediction between weather and subway congestion. Encouragement Award Leader Aug 2025
Capstone Design Seoul National University of Science and Technology (SeoulTech) Developed an autonomous firefighting robot system using CCTV-based fire detection AI. Grand Prize Leader Jun 2025
2024 Big Data Creator Camp National Information Society Agency (NIA) Developed a fashion style recommendation system. Excellence Award Leader Nov 2024


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  1. Visually-rich-Document-Understanding Visually-rich-Document-Understanding Public

    2025 Samsung AI Challenge

    Python

  2. Fire-Detection-for-Firefighting-Robot Fire-Detection-for-Firefighting-Robot Public

    CCTV ์˜์ƒ ๊ธฐ๋ฐ˜ ์‹ค์‹œ๊ฐ„ ํ™”์žฌ ํƒ์ง€

    Python

  3. dinov3-finetune dinov3-finetune Public

    Forked from RobvanGastel/dinov3-finetune

    Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)

    Jupyter Notebook

  4. Multi-Hand-Gesture-Recognition-Driving-Simulator Multi-Hand-Gesture-Recognition-Driving-Simulator Public

    BITAmin CV Project

    Jupyter Notebook 1