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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(EC2, S3, RDS, CloudFront, Route53, IAM) · Docker · Kubernetes(EKS) · Helm · GitHub Actions · Prometheus · Grafana

Full-stack & Tools
FastAPI · React · Node.js · Nginx · MySQL
Figma · Notion

Connect

Pinned Loading

  1. 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

  2. enterprise-rag-platform enterprise-rag-platform Public

    Enterprise-grade distributed RAG system with Kubernetes, Kafka, Airflow, and AWS services for large-scale document processing and semantic search

    HCL

  3. petstagram_clean petstagram_clean Public

    JavaScript

  4. docu_sign_dev docu_sign_dev Public

    docu_sign for local, customizing

    TypeScript

  5. 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