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jwdebbie/README.md

Passionate about AI that reliably perceives and acts in the real world 🌍
Robust Perception · Embodied & Agentic AI · Continual Learning · Domain Adaptation

B.S. AI Engineering @ Sookmyung Women's University · TOEIC 945 · 📝 Velog


🍒 Research & Projects

Multi-Agent LLM-based Quantitative Investment Analysis (~ing) 2026
Long-Tail Synthetic Augmentation Experiments 2026
CLIP Score-based Synthetic Data Quality Filtering 2026
Personalized Hiking Activity Analysis for Meta-Learning 2026
Boundary-Artifact Analysis for High-Fidelity Deepfake Detection 2025
Robust Knife Recognition in CCTV Environments · MITA 2025, 1st author 2025
Safety-Critical LLM Pipeline for Abusive Call Detection · Outstanding Project 2025
AI-Based Presentation Coaching "발표HAI" · LIKELION Ideathon, Excellence Award 2025
Emotion-Controlled Diary Generation · Naver AI RUSH 2024, Best Model Tuning Award 2024

🍪 Publications

[1] Joowon Lee et al., "Knife Classification Under Environmental Variations Using CNN Models," MITA 2025 · 1st author, Oral
[2] Daun Lee, Joowon Lee et al., "Recent Research Trends of Gait Analysis," MITA 2025
[3] Seong Won An, ..., Joowon Lee et al., "A Meta-Learning Discriminator Framework for Multi-Generator Fake Images," MITA 2025
[4] Seong-won An, ..., Joo-won Lee et al., "A Survey on Deepfake Image Detection," MITA 2025

🛠️ Tech Stack

         
         

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  1. Longtail-Synthetic-Augmentation Longtail-Synthetic-Augmentation Public

    Synthetic Data Augmentation Experiments for Long-Tail Image Classification

    Python

  2. Clip-Data-Curation Clip-Data-Curation Public

    CLIP Score-based Automatic Quality Filtering and Regeneration for Synthetic Image Datasets

    Python

  3. Robustness-Research Robustness-Research Public

    Robust Knife Recognition in CCTV-like Environments ; Knife Classification Under Environmental Variations Using CNN Models

    Jupyter Notebook

  4. Knife-Classification-Dataset Knife-Classification-Dataset Public

    Custom knife image dataset with varying lighting, background, occlusion, and knife types

  5. Faceswap-Detection Faceswap-Detection Public

    ResNet50-based deepfake detector that analyzes boundary artifacts around facial features (eyes, nose, mouth) using Haar Cascade face detection.

    Python

  6. quant-ai-server quant-ai-server Public

    Multi-Agent LLM-based Quantitative Investment Analysis Service

    Python 1