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JJadeYoon/README.md

Hi, there πŸ‘‹

연ꡬ뢀터 ν”„λ‘œλ•μ…˜κΉŒμ§€, AI와 λ°±μ—”λ“œμ˜ 경계λ₯Ό λ„˜λ‚˜λ“œλŠ” SW μ—”μ§€λ‹ˆμ–΄μž…λ‹ˆλ‹€.


πŸš€ About Me

  • 15κ°œμ›”κ°„ LLM/CNN μ—°κ΅¬Β·κ°œλ°œ κ²½ν—˜μœΌλ‘œ 의료 도메인 νŠΉν™” RAG μ‹œμŠ€ν…œμ„ κ΅¬μΆ•ν•˜μ—¬ 정확도 53% β†’ 96% ν–₯상을 λ‹¬μ„±ν–ˆμŠ΅λ‹ˆλ‹€.
  • FastAPI 기반 AI μ„œλΉ„μŠ€μ™€ Spring Boot λ°±μ—”λ“œλ‘œ μ‹€μ‚¬μš©μž 100+λͺ…이 μ΄μš©ν•˜λŠ” μ„œλΉ„μŠ€λ₯Ό μš΄μ˜ν•œ κ²½ν—˜μ„ λ³΄μœ ν•©λ‹ˆλ‹€.
  • AWSΒ·DockerΒ·ELK Stack으둜 λŒ€μš©λŸ‰ 데이터 νŒŒμ΄ν”„λΌμΈκ³Ό μ‹€μ‹œκ°„ λͺ¨λ‹ˆν„°λ§ μ‹œμŠ€ν…œμ„ κ΅¬ν˜„ν•©λ‹ˆλ‹€.
  • HD Junctionμ—μ„œ LLM μ—μ΄μ „νŠΈ 개발 인턴, ν™μ΅λŒ€ AIA LABμ—μ„œ ν•™λΆ€μ—°κ΅¬μƒμœΌλ‘œ 연ꡬ뢀터 μ‹€λ¬΄κΉŒμ§€ κ²½ν—˜ν–ˆμŠ΅λ‹ˆλ‹€.

πŸ”§ Tech Stack

Languages

Backend / API

AI / ML / LLM

Data / Search

Cloud / DevOps / Observability

Certifications & Languages


🧩 Featured Projects

πŸ” LognLook β€” AI 기반 μ‹€μ‹œκ°„ 둜그 뢄석 μ‹œμŠ€ν…œ

Tech: FastAPI LangChain Elasticsearch Logstash Vector DB Streamlit
Period: 2025.01 - 2025.06

  • μ‹€μ‹œκ°„ 둜그 μˆ˜μ§‘: ELK Stack으둜 λŒ€μš©λŸ‰ 둜그 데이터 ETL νŒŒμ΄ν”„λΌμΈ ꡬ좕
  • AI 이상탐지: LangChain 기반 RAG μ‹œμŠ€ν…œμœΌλ‘œ 둜그 νŒ¨ν„΄ 뢄석 및 이상 탐지
  • λŒ€μ‹œλ³΄λ“œ/μ•Œλ¦Ό: Streamlit λŒ€μ‹œλ³΄λ“œμ™€ μ‹€μ‹œκ°„ μ•Œλ¦Ό μ‹œμŠ€ν…œμœΌλ‘œ λͺ¨λ‹ˆν„°λ§ μžλ™ν™”

🌱 비일상 β€” μΉœν™˜κ²½ μ±Œλ¦°μ§€ iOS μ• ν”Œλ¦¬μΌ€μ΄μ…˜

Tech: Spring Boot JPA MySQL AWS Docker GitHub Actions
Period: 2024.01 - 2024.12

  • μ‹€μ‚¬μš©μž 100+λͺ…: μ„œμšΈμ‹œμžμ›λ΄‰μ‚¬μ„Όν„°μ™€ μ—°κ³„ν•˜μ—¬ μ‹€μ œ μ„œλΉ„μŠ€ 운영
  • λ³΄μ•ˆ κ°•ν™”: 퍼블릭 RDS β†’ 프라이빗 λ„€νŠΈμ›Œν¬ 기반 μ•„ν‚€ν…μ²˜ λ§ˆμ΄κ·Έλ ˆμ΄μ…˜ μˆ˜ν–‰
  • κ²½μ§„λŒ€νšŒ μˆ˜μƒ: 경기도 κΈ°ν›„ν…Œν¬ 'The ℃hallenge' μž…μƒ
  • RESTful API: Swagger 기반 API λ¬Έμ„œν™” 및 κ·œμ•½ μ€€μˆ˜ 섀계

πŸ’Š ChatGPillT β€” μ˜μ•½ν’ˆ 금기 μ§ˆμ˜μ‘λ‹΅ μ‹œμŠ€ν…œ

Tech: PyTorch RAG FastAPI Elasticsearch Streamlit LangChain
Period: 2024.03 - 2024.08

  • 정확도 λŒ€ν­ ν–₯상: RAG 적용으둜 정확도 53% β†’ 96% 달성
  • ν•˜μ΄λΈŒλ¦¬λ“œ 검색: Vector 검색 + ν‚€μ›Œλ“œ 검색 κ²°ν•©μœΌλ‘œ 검색 μ„±λŠ₯ μ΅œμ ν™”
  • μ‹€μ‹œκ°„ μ„œλΉ™: FastAPI 기반 API μ„œλ²„ 및 Streamlit 데λͺ¨ νŽ˜μ΄μ§€ κ΅¬ν˜„
  • λ…Όλ¬Έ λ°œν‘œ: λŒ€ν•œμ˜λ£Œμ •λ³΄ν•™νšŒ ν¬μŠ€ν„° λ°œν‘œ (κ΅­λ‚΄)

🏒 Experience

NAVER Corp. β€” PlaceAI MLOps Engineer Intern (2025.09-)

사내 λ°±μ˜€ν”ΌμŠ€ μ—μ΄μ „νŠΈ 개발

HD Junction β€” ML Engineer Intern (2025.01-2025.02)

LLM 기반 μ•½μ œ 도메인 μ—μ΄μ „νŠΈ 개발

ν™μ΅λŒ€ν•™κ΅ AIA LAB β€” 학뢀연ꡬ생 (2023.07–2024.10)

의료 도메인 νŠΉν™” LLM μ‹œμŠ€ν…œ μ—°κ΅¬κ°œλ°œ

UMC β€” μ„œλ²„ 파트μž₯ & 학ꡐ 리더 (2023.03–2024.02)

λŒ€ν•™μƒ μ—°ν•© 개발 동아리 운영

πŸŽ“ Education & Awards

ν™μ΅λŒ€ν•™κ΅ β€” 컴퓨터곡학과 학사 (2020.03 - 2026.02 μ‘Έμ—…μ˜ˆμ •)

GPA: 4.07/4.5
μ£Όμš” κ³Όλͺ©: 운영체제, λ°μ΄ν„°λ² μ΄μŠ€, μ•Œκ³ λ¦¬μ¦˜λΆ„μ„, μ»΄ν“¨ν„°λ„€νŠΈμ›Œν¬, μ†Œν”„νŠΈμ›¨μ–΄κ³΅ν•™

πŸ† Awards

  • 경기도 κΈ°ν›„ν…Œν¬ κ²½μ§„λŒ€νšŒ 'The ℃hallenge' μž…μƒ (2024.08)
  • ν™μ΅λŒ€ν•™κ΅ κ³΅κ³ΌλŒ€ν•™ μ’…ν•© 섀계 κ²½μ§„λŒ€νšŒ 동상 (2024.10)
  • ν™μ΅λŒ€ν•™κ΅ λ””μ§€ν„Έ λ°”μ΄μ˜€ν—¬μŠ€ μ’…ν•© 섀계 κ²½μ§„λŒ€νšŒ μš°μˆ˜μƒ (2023.12)

πŸ“« Contact

Pinned Loading

  1. LognLook/LognLook LognLook/LognLook Public

    πŸ” Open-source log monitoring and troubleshooting platform with AI-powered analysis

    TypeScript 4 1

  2. UMC-beilsang/beilsang-server-v2 UMC-beilsang/beilsang-server-v2 Public

    비일상 μ„œλ²„ 리뉴얼

    Java

  3. Job-AT/jobat-deploy Job-AT/jobat-deploy Public

    Python 1