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yeony-park/README.md

πŸ™Œ About Me

Hi, I'm Yeonjeong Park, an AI engineer building reliable systems from data to production.

I spent 2.7 years developing bioinformatics platforms, working at the intersection of scientific data, software, and reproducible workflows. Today, I build AI applications with LLMs, RAG, data pipelines, and backend systems, turning experimental ideas into testable and maintainable products.

  • πŸŽ“ M.S. in Molecular & Cell Biology, Yonsei University
  • πŸ”¬ Former Bioinformatics Platform Developer
  • πŸ€– Currently focused on AI agents, RAG, data engineering, and reliable AI systems
  • 🌱 Interested in evaluation, traceability, and production-minded AI development

πŸ“Š This Week I Spent My Time On

CSS                      9 hrs 23 mins     β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  47.58 %
TypeScript               5 hrs 56 mins     β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘  30.08 %
Markdown                 1 hr 45 mins      β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   8.92 %
Python                   1 hr 34 mins      β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   8.00 %
JSON                     23 mins           β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   1.95 %
View top projects this week
finance-ai-challenge-202 15 hrs 18 mins    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘  77.60 %
PickCardU                1 hr 44 mins      β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   8.82 %
bookface                 1 hr 3 mins       β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   5.35 %
research-skill           28 mins           β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   2.38 %
Unknown Project          27 mins           β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   2.32 %

πŸ› οΈ Tech Stack

Languages

Python TypeScript JavaScript SQL

AI & Data

LangChain LangGraph Hugging Face OpenAI scikit-learn XGBoost LightGBM CatBoost Pandas NumPy Plotly

Backend & Web

FastAPI React Next.js Node.js Vite Tailwind CSS Streamlit

Database & DevOps

PostgreSQL SQLite Supabase ChromaDB SQLAlchemy AWS Docker GitHub Actions Vercel

πŸ’Ό Experience

SK Networks AI Bootcamp | 25th Cohort | 2025.12–2026.06 (6 months)

  • Building LLM- and RAG-based applications, data analysis agents, and recommendation systems
  • Designing reproducible data pipelines with explicit validation, provenance, and failure handling
  • Developing full-stack prototypes that connect AI workflows with practical user experiences

Bioinformatics Platform Development | 2023.05–2025.11 (2.7 years)

  • Developed and maintained data-centric platforms for scientific workflows
  • Worked with domain experts to translate research requirements into dependable software
  • Built a strong foundation in data integrity, reproducibility, and operational stability

Bio Data Engineer Intern | 2020.12–2021.03

πŸ† Awards

View awards and competitions

πŸ₯ˆ 2nd Place | 2026 1st Upstage X BDAI Harness Engineering Skillthon

HeatGuard β€” A reproducible data analysis skill for identifying regions that need priority heatwave-response review.

🏁 Finalist β€” In Progress | 2026 제1회 KODATA X BDAI AI·데이터 ν™œμš© 금육 아이디어 곡λͺ¨μ „

Official competition page

πŸ“œ Certifications

View certifications
  • Engineer Big Data Analysis (2025)
  • SQL Developer β€” SQLD (2025)
  • Data Architecture Semi-Professional β€” DAsP (2025)
  • Advanced Data Analytics Semi-Professional β€” ADsP (2024)
  • Programmers Certified Coding Professional β€” PCCP, Level 2 (2026)

πŸ§‘β€πŸ’» Contact Me

Email LinkedIn

Pinned Loading

  1. SKNETWORKS-FAMILY-AICAMP/SKN25-4th-6Team SKNETWORKS-FAMILY-AICAMP/SKN25-4th-6Team Public

    Python 1 4

  2. SKNETWORKS-FAMILY-AICAMP/SKN25-2nd-6Team SKNETWORKS-FAMILY-AICAMP/SKN25-2nd-6Team Public

    Jupyter Notebook 2 1

  3. PickCardU PickCardU Public

    A RAG-based card recommendation service that prioritizes user-owned cards before suggesting new ones

    Python 1

  4. gitropolis-ai gitropolis-ai Public

    Discover rising AI repositories before they become mainstream.

    TypeScript

  5. HeatGuard HeatGuard Public

    B.D.A.I skillton

    Python 1

  6. paws-on-codex paws-on-codex Public

    Turn real companion animals into animated Codex pets.

    TypeScript 2