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jongwoo108/README.md

Jongwoo, Shin

A curiosity-driven AI & Cloud Creative Engineer who connects data, models, and products.
I explore how ideas become services — from modeling to cloud deployment.

About Me

  • 🧠 AI Engineer specializing in LLM/RAG, CV·Multimodal, ML/DL
  • ☁️ Experienced in AWS, Docker, Kubernetes(EKS), CI/CD, Monitoring
  • 🔍 Passionate about research-based problem solving
    (MatterGen, GNN, multimodal experiments)
  • 🎨 Former architecture/UX background → strong visual & product thinking
  • 🏆 Certifications: AWS SAA, ADsP
  • 📫 Reach me: jongwoo108@gmail.com

Tech Stack

AI / Modeling

PyTorch Transformers scikit-learn LangChain CLIP VAE RAG

Cloud / DevOps

AWS Docker Kubernetes Helm GitHub Actions Prometheus Grafana

Full-stack & Tools

FastAPI React Node.js Nginx MySQL
Figma Notion

Connect

Pinned Loading

  1. cement-mlp-discovery cement-mlp-discovery Public

    AI-driven computational design of carbon-neutral cement binders using CHGNet machine learning potential for Personal Challenge 2026

    Jupyter Notebook

  2. yak-sok yak-sok Public

    Yak-Sok(약속): Senior medication management & emergency alert system. Ensuring safety through AI OCR and real-time monitoring.

    TypeScript

  3. EyeSis EyeSis Public

    Real-time face recognition and tracking system based on InsightFace. Automatically identifies and tracks specific individuals in CCTV/video/image content with advanced features including mask detec…

    Python 1 1

  4. GraphRAG-KG-QA GraphRAG-KG-QA Public

    Integrated Knowledge-Graph-Based Q&A System – An End-to-End GraphRAG Pipeline for Performing Question-Answering Across Two Translated Documents

    Python