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  • KIST
  • Korea
  • 17:19 (UTC +09:00)
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ho323/README.md

👋 About me

Hi, I'm Hoseong Kim, an ML Engineer with a background in
Mechanical Engineering and Artificial Intelligence.


🧭 Focus

Computer Vision · VLMs · Spatio-Temporal AI


🛠 Tech Stack



📫 Contact

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  1. visually-rich-document-understanding visually-rich-document-understanding Public

    Document AI pipeline with OCR and layout-aware processing.

    Python

  2. autonomous-fire-detection-robot autonomous-fire-detection-robot Public

    Real-time fire and smoke detection for autonomous firefighting robots using YOLACT and ROS2.

    Python

  3. vlm-football-highlight-generation vlm-football-highlight-generation Public

    VLM-based football highlight generation with Qwen2-VL fine-tuning, scene search, and TTS.

    Python 1

  4. dinov3-lora-finetuning dinov3-lora-finetuning Public

    Forked from RobvanGastel/dinov3-finetune

    DINOv3 fine-tuning for vision tasks with LoRA adaptation.

    Jupyter Notebook

  5. bearing-rul-prediction-phm bearing-rul-prediction-phm Public

    Bearing RUL prediction for PHM using meta-learning and vibration data.

    Jupyter Notebook 10 1

  6. krx-intraday-ml-trading krx-intraday-ml-trading Public

    End-to-end intraday ML trading MVP with KRX/KIS data, Airflow, ML, backtesting, and paper trading.

    Python