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  • Korea University, Savanna Lab
  • Seoul

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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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moosunny/README.md

πŸ‘‹ μ•ˆλ…•ν•˜μ„Έμš”, μ„±μž₯을 μ΅œμš°μ„  κ°€μΉ˜λ‘œ μ‚ΌλŠ” AI Engineer μ΅œλ¬΄μ„ μž…λ‹ˆλ‹€.

πŸ’‘ LLM 개발 κ²½ν—˜

  • LangGraph 기반 λ©€ν‹° μ—μ΄μ „νŠΈ μ‹œμŠ€ν…œμ„ 섀계 및 κ΅¬ν˜„ν•œ κ²½ν—˜μ΄ 있으며, λ³΅μž‘ν•œ μž‘μ—…μ„ μžλ™ν™”ν•˜λŠ” ν”„λ ˆμž„μ›Œν¬μ— 관심이 λ§ŽμŠ΅λ‹ˆλ‹€.
  • μ˜€ν”ˆ LLM을 ν™œμš©ν•œ 세이프티 필터링 λͺ¨λΈμ„ νŒŒμΈνŠœλ‹ν•˜μ—¬, μ‚¬μš©μžμ—κ²Œ μ•ˆμ „ν•œ 응닡을 μ œκ³΅ν•˜λŠ” μ‹œμŠ€ν…œμ„ κ΅¬μΆ•ν•œ κ²½ν—˜μ΄ μžˆμŠ΅λ‹ˆλ‹€.

πŸš€ λͺ¨λΈ 배포 및 운영

  • GCP 기반 인프라에 LLM을 λ°°ν¬ν•˜κ³ , 운영 ν™˜κ²½μ—μ„œ μ•ˆμ •μ μΈ μ„œλΉ„μŠ€λ₯Ό μ œκ³΅ν•΄ λ³Έ κ²½ν—˜μ΄ μžˆμŠ΅λ‹ˆλ‹€.
  • vLLM νŒŒλΌλ―Έν„° νŠœλ‹μ„ 톡해 μ œν•œλœ λ¦¬μ†ŒμŠ€ ν™˜κ²½μ—μ„œλ„ 효율적인 μΆ”λ‘  μ„±λŠ₯을 κ΅¬ν˜„ν–ˆμŠ΅λ‹ˆλ‹€.

πŸ“ˆ μ‹€μ‹œκ°„ λͺ¨λ‹ˆν„°λ§κ³Ό μ„±λŠ₯ μ΅œμ ν™”

  • Grafana + Prometheusλ₯Ό ν™œμš©ν•΄ λͺ¨λΈ μΆ”λ‘  ν™˜κ²½μ„ μ‹€μ‹œκ°„μœΌλ‘œ λͺ¨λ‹ˆν„°λ§ν•˜κ³ , 병λͺ© ꡬ간을 뢄석해 κ°œμ„ ν•œ κ²½ν—˜μ΄ μžˆμŠ΅λ‹ˆλ‹€.
  • 문제λ₯Ό λ‹¨μˆœνžˆ ν•΄κ²°ν•˜λŠ” 데 κ·ΈμΉ˜μ§€ μ•Šκ³ , κ·Όλ³Έ 원인을 λΆ„μ„ν•˜κ³  μž¬λ°œμ„ λ°©μ§€ν•˜λŠ” 것에 κ°€μΉ˜λ₯Ό λ‘‘λ‹ˆλ‹€.

πŸ› οΈ Tech Stacks

Python PyTorch Docker MySQL Notion

πŸ§‘β€πŸ’» Contact Me

Notion Gmail

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