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gxonu/README.md

Geonwoo Kim | 김건우

"There is no failure, only growth."

👋 About me?

I'm a highly motivated AI researcher pursuing excellence in Generative AI and Multimodal Learning. My goal is to develop cutting-edge technologies that make meaningful contributions to society and advance the field of AI.

I am deeply interested in AI research, particularly in Generative Models, Multimodal Learning, and Computer Vision. Currently, I'm working as an undergraduate research intern at KAIST AI Graduate School, focusing on video generation research. With hands-on experience in building AI systems from problem definition to deployment, I aim to bridge the gap between academic research and real-world applications.

🎓 Education

Inha University | Department of Artificial Intelligence
Mar. 2021 - Feb. 2027 (Expected)

  • Academic Excellence Scholarship (2022-1)
  • Dean's Award for Academic Excellence (1st Place, 2022.09)

🔬 Research Experience

DAVIAN Lab | Kim Jaechul Graduate School of AI, KAIST
Undergraduate Research Intern | Dec. 2025 - Present

  • Conducting research on video generation
  • Advised by Professor Jaegul Choo

Multimodal AI Lab | Inha University
Undergraduate Research Intern | Dec. 2024 - Dec. 2025

  • Conducted research on zero-shot subject-driven image generation and editing using multimodal inputs (image, mask, text) and in-context learning
  • Advised by Professor Pilhyeon Lee

🏆 Awards & Honors

Date Award Competition Rank
2025.09 Director's Award (Excellence) Incheon University-wide Startup Competition 🥈 Final Round
2025.08 BK21 Director's Award (Excellence) Inha AI Challenge (Text-Guided Image Colorization) 🥈
2025.06 Mayor's Award (Outstanding Idea) Incheon University-wide Startup Competition 🥉 Preliminary
2025.05 Grand Prize (President's Award) Inter-university IT Hackathon (MOONG) 🥇
2025.03 Grand Prize Startup Competition (AI Agent SaaS) 🥇
2024.11 1st Place Google Developer Groups Ideathon & Demo Day 🥇
2022.09 1st Place (Dean's Award) Academic Excellence 🥇

Honors:

  • 2021 Academic Excellence Scholarship

🚀 Projects

Date Project Role Achievement
2025.06-09 CoverUs Team Leader AI comment management solution for creators
- MCP-based data collection + RAG + LoRA fine-tuning
- Excellence Award (Director's Award)
2025.06-09 COSFLOW Team Member AI automation for cosmetic OEM compliance
- Vector DB + GPT-4.1 report generation
2025.06-08 Text-Guided Image Colorization Team Leader DiT backbone + dual-decoder framework
- BK21 Director's Award (Excellence)
2025.06-07 AI-Generated Text Classification Team Leader Human vs. LLM text discrimination
- ROC-AUC 0.906 (Top 11%, 251 teams)
2025.03-06 Enterprise AI Research Agent Team Member RAG + LangChain-powered CSV Analysis Agent
- ₩80M government funding secured

💻 Tech Stacks

Programming Languages
Python C++

Deep Learning
PyTorch TensorFlow

LLM & RAG
LangChain LangGraph FAISS Streamlit MCP

Data Science
NumPy Pandas Matplotlib Scikit-learn

Tools
Linux SSH GitHub

📊 SOLVED.AC

Solved.ac Profile

📫 Contact

Pinned Loading

  1. DiptychPrompting_edit DiptychPrompting_edit Public

    DipthchPrompting for subject-driven image editing

    Python

  2. Text-Guided-Colorization Text-Guided-Colorization Public

    Designed DiT + dual-decoder framework, CLIP-HSV ensemble pipeline

    Jupyter Notebook