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38 followers · 47 following
  • KIST
  • Korea
  • 21:15 (UTC +09:00)
  • LinkedIn in/ho323

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Achievement: Pull Shark

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ho323/README.md

header

👋 About Me

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

🧭 Focus

Computer Vision · VLMs · Robotics AI · Spatio-Temporal AI · PHM

🛠 Tech Stack


💼 Experience

Machine Learning Engineer Intern — KIST

Climate and Carbon Cycle Research Center
Mar 2026 – Present

  • AI modeling for global-scale climate and environmental prediction
  • Spatio-temporal modeling of atmosphere, ocean, and carbon-cycle systems
  • AI-based prediction and correction for numerical modeling workflows

Machine Learning Engineer Intern — KIST

Humanoid Research Center
Mar 2025 – Aug 2025

  • Built a robotic scene understanding pipeline in Isaac Sim digital twins
  • Integrated depth input, detection, segmentation, OCR, and VLM-based attribute extraction
  • Optimized inference with 4-bit quantization and TensorRT

🏆 Awards

Award Competition Organizer Year Role Participants
최우수상 딥페이크 범죄 대응을 위한 AI 탐지 모델 경진대회 국립과학수사연구원 2025 Leader 1,077
우수상 운수종사자 인지적 특성 데이터를 활용한 교통사고 위험 예측 AI 경진대회 한국교통안전공단 2025 Leader 1,595
장려상 파주 시민 AI 혁신 아이디어 경진대회 파주시 2025 Leader 318
최우수상 2025 2nd MixUP AI Datathon Upstage AI 2025 Leader 100
장려상 2025 날씨 빅데이터 콘테스트 기상청 2025 Member 760+
최우수상 2025 Capstone Design Competition 서울과학기술대학교 2025 Leader Internal
최우수상 2024 빅데이터 크리에이터 캠프 한국지능정보사회진흥원 2024 Leader 1,000+

📚 Publications

  • Context-Aware Dual-Stream Framework for Sleep Quality Prediction Using Multi-Modal Lifelog Data
  • RGB-Based Weight Estimation for Improved Mobile Robot Path Planning

📫 Contact

Pinned Loading

  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