Hi, I'm Hoseong Kim, an ML Engineer with a background in
Mechanical Engineering and Artificial Intelligence.
Computer Vision Β· VLMs Β· Spatio-Temporal AI
- Email: 8536048@gmail.com
- LinkedIn: linkedin.com/in/ho323
Hi, I'm Hoseong Kim, an ML Engineer with a background in
Mechanical Engineering and Artificial Intelligence.
Computer Vision Β· VLMs Β· Spatio-Temporal AI
Document AI pipeline with OCR and layout-aware processing.
Python
Real-time fire and smoke detection for autonomous firefighting robots using YOLACT and ROS2.
Python
VLM-based football highlight generation with Qwen2-VL fine-tuning, scene search, and TTS.
Python 1
Forked from RobvanGastel/dinov3-finetune
DINOv3 fine-tuning for vision tasks with LoRA adaptation.
Jupyter Notebook
Bearing RUL prediction for PHM using meta-learning and vibration data.
End-to-end intraday ML trading MVP with KRX/KIS data, Airflow, ML, backtesting, and paper trading.
Python