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Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

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sohds/README.md

Hi, I'm Seoyeon Oh πŸ‘‹

LLM μ„œλΉ„μŠ€μ™€ AI μ—μ΄μ „νŠΈλ₯Ό λ§Œλ“€κ³ , μ‹€μ œλ‘œ μ“°μ΄λŠ”μ§€κΉŒμ§€ κ²€μ¦ν•˜λŠ” AI/AX μ—”μ§€λ‹ˆμ–΄ μ§€λ§μƒμž…λ‹ˆλ‹€. 금육과 이컀머슀 ν˜„μž₯μ—μ„œ LLM κΈ°λŠ₯을 μ„€κ³„ν•˜κ³ , 평가와 배포, 운영 μ§€ν‘œκΉŒμ§€ 닀뀄 μ™”μŠ΅λ‹ˆλ‹€.

Portfolio LinkedIn Velog Email

Focus Β· LLM μ„œλΉ„μŠ€ 개발·운영(LLMOps) Β· AI Agent Β· 업무 AI μ „ν™˜(AX)

πŸ’Ό Experience

  • ν•œκ΅­μ‚°μ—…μ€ν–‰ (KDB) AIλ””μ§€ν„Έμ „λž΅λΆ€ 인턴 Β· 2026.06 – 2026.08 β€” ν–‰λ‚΄ LLM μ„œλΉ„μŠ€ κΈ°λŠ₯ 개발 및 RAG용 λ¬Έμ„œ ꡬ쑰화, vLLM μ„œλΉ™ λͺ¨λ‹ˆν„°λ§ κ°œμ„ 
  • μ΄ν™”μ—¬μžλŒ€ν•™κ΅ μ •λ³΄κ²½μ˜μ—°κ΅¬μ‹€ (IMLab) 학뢀연ꡬ생 및 외뢀연ꡬ원 Β· 2024.04 – 2025.08 β€” 이컀머슀 λŒ€ν™”ν˜• AIΒ·μ½˜ν…μΈ  생성
  • BITAmin (데이터 뢄석·AI ν•™νšŒ) Β· 2026.01 – 2026.07
  • deep daiv. (AI ν•™νšŒ) Β· 2023.07 – 2025.01

πŸš€ Featured Projects

Project Description Stack
multi-agent-trading λ©€ν‹°μ—μ΄μ „νŠΈ ꡐ차 ν† λ‘  기반 데일리 주식 μ‹œν™© λΈŒλ¦¬ν•‘ μ‹œμŠ€ν…œ (BITAmin) Python, LLM Agent
Ko-ActiveETF 외ꡭ인·기관 μˆ˜κΈ‰ 강도 μ§€ν‘œ 기반 μ•‘ν‹°λΈŒ ETF μ’…λͺ© μ„ μ • 및 λ°±ν…ŒμŠ€νŒ… (BITAmin) Python
XAIkit-learn μš”μ•½ λͺ¨λΈμ˜ λ¬Έμž₯ λ‹¨μœ„ 기여도λ₯Ό μ‹œκ°ν™”ν•˜λŠ” λ§žμΆ€ν˜• ν…μŠ€νŠΈ μš”μ•½κΈ° (deep daiv.) PyTorch, XAI
deepfake-detection-korean-women ν•œκ΅­μΈ μ—¬μ„± 쀑심 λ”₯페이크 탐지 νŠΉμ§• 뢄석 (HCI KOREA 2025 λ…Όλ¬Έ μ½”λ“œ) PyTorch, Grad-CAM++

더 μžμ„Έν•œ 문제 μ •μ˜μ™€ κ²°κ³ΌλŠ” ν¬νŠΈν΄λ¦¬μ˜€μ— μ •λ¦¬λ˜μ–΄ μžˆμŠ΅λ‹ˆλ‹€.

πŸ“„ Publications

πŸ† Awards

  • 2023 μžμœ¨μ£Όν–‰ 인곡지λŠ₯ μ•Œκ³ λ¦¬μ¦˜ 개발 μ±Œλ¦°μ§€ μž₯렀상 (ꡭ토ꡐ톡뢀 μ£Όκ΄€, νŒ€) Β· 곡지
  • 2023 μ„œμšΈμ—¬μžλŒ€ν•™κ΅ GURU2 Android 해컀톀 μž₯렀상 (νŒ€) Β· 곡지 Β· Code
  • 2022 μ„œμšΈμ—¬μžλŒ€ν•™κ΅ GURU1 Python/HTML 해컀톀 μž₯렀상 (개인) Β· 곡지

πŸ›  Tech Stack

LLM Β  LangChain vLLM FAISS

ML / DL Β  PyTorch TensorFlow scikit-learn OpenCV

Serving / Ops Β  FastAPI Streamlit Grafana Prometheus

Language / Tools Β  Python SQL Kotlin Git Linux

Pinned Loading

  1. Ko-ActiveETF Ko-ActiveETF Public

    [BITAmin 26-λ΄„] 외ꡭ인/κΈ°κ΄€ 순맀수 데이터 기반 μˆ˜κΈ‰ 강도 μ§€ν‘œ ν™œμš© ν•œκ΅­ν˜• μ•‘ν‹°λΈŒ ETF μ’…λͺ© μ„ μ • 및 λ°±ν…ŒμŠ€νŒ… μ‹œμŠ€ν…œ

    Python 1

  2. multi-agent-trading multi-agent-trading Public

    [BITAmin] 1ν•™κΈ° ν”„λ‘œμ νŠΈ - λ©€ν‹°μ—μ΄μ „νŠΈ ꡐ차 ν† λ‘  기반 데일리 주식 μ‹œν™© λΈŒλ¦¬ν•‘ μ‹œμŠ€ν…œ

    Python 1

  3. simulating-investment-2026-1 simulating-investment-2026-1 Public

    [2026-1 ꡐ양] 'μ¦κΆŒμ‹œμž₯μ˜μ΄ν•΄μ™€μ‹€μ œ' λͺ¨μ˜νˆ¬μž 과제 μ½”λ“œ / μ½”λ“œ ν•˜λ‚˜μ”© λŒλ €λ„ 되고, λŒ€μ‹œλ³΄λ“œ ν†΅ν•΄μ„œ λŒλ €λ„ 됨

    Python

  4. deepfake-detection-korean-women deepfake-detection-korean-women Public

    [HCI KOREA 2025] Grad-CAM++와 Activation Map을 ν™œμš©ν•œ ν•œκ΅­μΈ μ—¬μ„± 쀑심 λ”₯페이크 탐지 νŠΉμ§• 뢄석 Paper Code | 2024-2 μ„œμšΈμ—¬μžλŒ€ν•™κ΅ λ°μ΄ν„°μ‚¬μ΄μ–ΈμŠ€μΊ‘μŠ€ν†€λ””μžμΈ2 4μ‘° Repo

    Python 13 3

  5. covid19-diagnosis-using-cough-vowel covid19-diagnosis-using-cough-vowel Public

    Forked from 24-su-deep-daiv-Medical-AI/contrastive-learning-covid19

    [IEIE 2024] ν™˜μž 메타데이터λ₯Ό ν™œμš©ν•œ 호흑 및 μŒμ„± μ†Œλ¦¬μ˜ λŒ€μ‘° ν•™μŠ΅μ„ ν†΅ν•œ SARS-CoV-2 μ–‘μŒμ„± 및 쀑증도 진단 Paper Code

    Python 4

  6. XAIkit-learn XAIkit-learn Public

    Forked from deep-daiv-XAI/XAIkit-learn

    ['24f deep daiv] μš”μ•½ λͺ¨λΈμ—μ„œμ˜ λ¬Έμž₯ λ‹¨μœ„ 기여도λ₯Ό μ‹œκ°ν™”ν•œ λ§žμΆ€ν˜• ν…μŠ€νŠΈ μš”μ•½κΈ°

    Python 1