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leah-1ee/README.md

Hi there πŸ‘‹

이성은

Computer Science Student

AI와 λ°±μ—”λ“œ μ‹œμŠ€ν…œμ— 관심이 μžˆμŠ΅λ‹ˆλ‹€.


πŸ›  Tech Stack

Languages

C++ Python Java JavaScript TypeScript

Backend & Infrastructure

Node.js FastAPI Spring Docker PostgreSQL GCP AWS Linux Git

AI & Data

PyTorch TensorFlow OpenCV scikit-learn


πŸš€ Featured Projects

01. Node.js Open Source Contribution

Node.js μ˜€ν”ˆμ†ŒμŠ€ μ½”λ“œλ₯Ό λΆ„μ„ν•˜κ³  κ°œμ„  사항을 μ œμ•ˆν•œ μ˜€ν”ˆμ†ŒμŠ€ κΈ°μ—¬ ν™œλ™

  • Node.js λ‚΄λΆ€ μ½”λ“œ 뢄석 및 κ°œμ„ 
  • 총 12건의 Pull Request 제좜

02. AIOps

LLM을 ν™œμš©ν•΄ μ„œλ²„ μž₯μ•  원인을 λΆ„μ„ν•˜κ³  볡ꡬ 쑰치λ₯Ό μ œμ•ˆν•˜λŠ” μžλ™ 볡ꡬ μ‹œμŠ€ν…œ

  • 2-stage LLM 기반 μž₯μ•  원인 뢄석 및 볡ꡬ 쑰치 생성
  • 92.9% κΈ°λŒ€ 쑰치 μˆ˜ν–‰
  • 평균 처리 μ‹œκ°„ 6~8초
  • Slack 승인 기반 Human-in-the-loop 적용

03. RAG Chunking Research

μ½”λ“œ ꡬ쑰λ₯Ό λ°˜μ˜ν•œ μ²­ν‚Ή 방식이 RAG 검색 μ„±λŠ₯에 λ―ΈμΉ˜λŠ” 영ν–₯을 λΆ„μ„ν•œ 연ꡬ

  • AST 기반 μ²­ν‚Ήκ³Ό BM25 / FAISS 검색 ꡬ쑰 μ‹€ν—˜
  • κΈ°μ‘΄ 방식 λŒ€λΉ„ Hit@5 2~3λ°° ν–₯상
  • 2026 KCC λ…Όλ¬Έ 채택

04. D-LINK

μ‚¬μš©μžμ˜ κΏˆμ„ λŒ€ν™”λ‘œ κ΅¬μ²΄ν™”ν•˜κ³  μƒμ„±ν˜• AIλ₯Ό ν™œμš©ν•΄ μ˜μƒμœΌλ‘œ λ§Œλ“œλŠ” μ„œλΉ„μŠ€

  • 챗봇 및 λ°±μ—”λ“œ μ‹œμŠ€ν…œ 개발
  • Cloud Run / Cloud SQL 기반 μ„œλΉ„μŠ€ 배포
  • TABA Academy 10κΈ° μš°μˆ˜μƒ

05. GreenOps Platform

νƒ„μ†Œ 데이터λ₯Ό ν™œμš©ν•΄ 배치 μž‘μ—…μ˜ μ‹€ν–‰ μ‹œμ μ„ μ΅œμ ν™”ν•˜λŠ” GreenOps ν”Œλž«νΌ

  • k3s 기반 λͺ¨λ‹ˆν„°λ§ 및 μ„œλΉ„μŠ€ ν™˜κ²½ ꡬ좕
  • Kepler / Grafana 기반 λ¦¬μ†ŒμŠ€ 및 μ—λ„ˆμ§€ λͺ¨λ‹ˆν„°λ§
  • Carbon Aware SDKλ₯Ό ν™œμš©ν•œ νƒ„μ†Œ 데이터 연동

πŸ† Experience & Awards

  • 2026 KCC λ…Όλ¬Έ 채택
  • SSAFY 16th
  • OSSCA Node.js
  • TABA Academy 10κΈ° μš°μˆ˜μƒ
  • Undergraduate Research Student

πŸ“« Contact

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  1. nodejs/node nodejs/node Public

    Node.js JavaScript runtime βœ¨πŸ’πŸš€βœ¨

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  2. auto-healing-capstone/auto-healing-BE auto-healing-capstone/auto-healing-BE Public

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  4. TABA-D-LINK/D-LINK-BE TABA-D-LINK/D-LINK-BE Public

    μƒμ„±ν˜• AIλ₯Ό ν™œμš©ν•˜μ—¬ μ§€λ‚œ 꿈의 λ‚΄μš©μ„ 기반으둜 μ˜μƒ μ œμž‘. 이에 λŒ€ν•œ ν•΄λͺ½ κ²°κ³Ό 제곡, 꿈 μ €μž₯ 및 곡유 μ„œλΉ„μŠ€λ₯Ό μ œκ³΅ν•˜λŠ” ν”Œλž«νΌ

    Python

  5. greenops-platform greenops-platform Public

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