Skip to content

README.md

Latest commit

Β 

History

History
63 lines (42 loc) Β· 3.3 KB

README.md

File metadata and controls

63 lines (42 loc) Β· 3.3 KB
Raw

κΉ€μ„Έμ˜ Β· AI Systems Engineer

AIκ°€ μ•ˆμ „ν•˜κ²Œ νŒλ‹¨ν•˜λ„λ‘ μ‹œμŠ€ν…œμ„ μ„€κ³„ν•˜λŠ” μ—”μ§€λ‹ˆμ–΄μž…λ‹ˆλ‹€.

λ©€ν‹° μ—μ΄μ „νŠΈ μ•„ν‚€ν…μ²˜ Β· RAG μ‹œμŠ€ν…œ Β· 데이터 νŒŒμ΄ν”„λΌμΈ

Gmail GitHub

πŸ›  Tech Stack

Language & Backend

Python FastAPI

AI / ML

LangChain OpenAI HuggingFace

Data

Pandas NumPy Oracle

Infra & DB

Docker Redis PostgreSQL Kafka

πŸš€ Projects

ν”„λ‘œμ νŠΈ μ„€λͺ… 기술 μŠ€νƒ
QA-Llama3 κ²½λŸ‰ LLM 기반 ν•œκ΅­μ–΄ QA μ‹œμŠ€ν…œ. RAG + μ˜λ„ λΆ„λ₯˜ + Redis μΊμ‹±μœΌλ‘œ 정확도 μƒμŠΉ, 응닡속도 μƒμŠΉ, ν™˜κ°λ₯  μ €ν•˜ Llama3 8B Β· FastAPI Β· Faiss Β· Redis Β· Docker
Project Yeoul AI λ©€ν‹° μ—μ΄μ „νŠΈ TRPG λ‚΄λŸ¬ν‹°λΈŒ 생성 μ›Ή μ„œλΉ„μŠ€. Builder / Narrator / NPC μ—μ΄μ „νŠΈ μ—­ν•  뢄리, μ‹€μ„œλΉ„μŠ€ 배포 LangGraph Β· OpenAI Β· Qdrant Β· PostgreSQL Β· Railway
Marvel-Stat) λ§ˆλΈ” 라이벌즈 톡계 μ‚¬μ΄νŠΈ PostgreSQL Β· Vercel
Project H.I. 이λ ₯μ„œ μžλ™ 정리 및 κΈ°μ—… 적합도 평가 μ‹œμŠ€ν…œ. PDF/DOCX ꡬ쑰화 β†’ SBERT μœ μ‚¬λ„ μŠ€μ½”μ–΄λ§ β†’ μ‹œνŠΈ μžλ™ 좜λ ₯ LLM API Β· SBERT Β· Kafka Β· Hadoop Β· Docker
Project GoldenWing ESG 기반 ν™˜κ²½ λΉ„μš© 계산 μ‹œμŠ€ν…œ. CatBoost νšŒκ·€λΆ„μ„ + GMM ꡰ집 λΆ„μ„μœΌλ‘œ λ§žμΆ€ν˜• ESG λ‘œλ“œλ§΅ μ œμ•ˆ CatBoost Β· GMM Clustering Β· Pandas

πŸ’‘ Core Strengths

λͺ…ν™•ν•œ νŒλ‹¨ λ²”μœ„μ˜ AI    β†’  Validator / Rule Layer / temperature 쑰절
μ±…μž„μ§ˆ 수 μžˆλŠ” ꡬ쑰      β†’  νŠΈλ ˆμ΄λ“œμ˜€ν”„ λͺ…μ‹œ, μ‹€νŒ¨ μΌ€μ΄μŠ€ μ •μ˜, 운영 단계 κ³ λ €
지속 κ°€λŠ₯ν•œ 개발         β†’  CI/CD Β· 브랜치 μ „λž΅ Β· λ¬Έμ„œν™”
μ‹€μ„œλΉ„μŠ€ μ•ˆμ •μ„±          β†’  ν™˜κ° ν†΅μ œ Β· 리슀크 관리 Β· μ„±λŠ₯ λͺ¨λ‹ˆν„°λ§