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jjuhyeok/README.md

Work Experience

  • AI Engineer (Intern) (AI 기반 μ •μœ  곡정 μ΅œμ ν™”(예츑 λͺ¨λΈ 개발) 및 이상탐지 / 2023.02 ~ 2023.12)
  • 인곡지λŠ₯ 랭컀 νŠΉκ°•(2023/12/21)
  • DACON PBL μ œμž‘(μ™Έμ£Ό)πŸ”—

Records πŸ†

λŒ€νšŒλͺ…을 ν΄λ¦­ν•˜λ©΄ μ •λ¦¬ν•œ νŽ˜μ΄μ§€λ‘œ μ΄λ™λ©λ‹ˆλ‹€.
(ν˜„μž¬ λͺ¨λ‘ private으둜 λ°”κΏ¨μŠ΅λ‹ˆλ‹€. κΆκΈˆν•˜μ‹ λΆ„μ€ wngur21011928@gmail.com 둜 연락 λΆ€νƒλ“œλ¦½λ‹ˆλ‹€.)

λŒ€νšŒλͺ… μˆœμœ„ μƒμœ„ μˆ˜μƒ TASK 주졜
온라인 채널 μ œν’ˆ νŒλ§€λŸ‰ 예츑 AI κ²½μ§„λŒ€νšŒπŸ“ˆ 1/110(λ³Έμ„ ) 0.9% λŒ€μƒπŸ₯‡ Demand-Forecasting, Time-Series LG AI Research + LG μƒν™œκ±΄κ°•
HDν˜„λŒ€ AI Challenge🚜 1/30(λ³Έμ„ ) 3.33% λŒ€μƒπŸ₯‡ Sensor, Signal HDν˜„λŒ€ + HDν•œκ΅­μ‘°μ„ ν•΄μ–‘ + HDν˜„λŒ€κ±΄μ„€κΈ°κ³„
λ¬Όκ°€ 예츑 κ²½μ§„λŒ€νšŒπŸŽ 1/1565 0.06% λŒ€μƒπŸ₯‡ Time-Series, Forecasting λ†λ¦ΌμΆ•μ‚°μ‹ν’ˆλΆ€
Pathology Medical Image AI Challenge🏣 1/248 0.4% λŒ€μƒπŸ₯‡ Multi-Modal, Pathology Data μ„œμšΈλŒ€ν•™κ΅λ³‘μ›
합성데이터 기반 객체 탐지 AI λŒ€νšŒπŸš— 1/1686 0.05% λŒ€μƒπŸ₯‡ Object Detection, Synthetic Data VISOL
μƒμΆ”μ˜ μƒμœ‘ ν™˜κ²½ 생성 AI λŒ€νšŒπŸ₯¬ 2/861 0.2% 2등상πŸ₯ˆ Time-Series, Generative ν•œκ΅­κ³Όν•™κΈ°μˆ μ—°κ΅¬μ›
2024 μžλ™μ°¨ 데이터 뢄석 κ²½μ§„λŒ€νšŒπŸš˜ 2/845 0.2% μ΅œμš°μˆ˜μƒπŸ₯ˆ Prompt-Engineering λŒ€κ΅¬λ””μ§€ν„Έν˜μ‹ μ§„ν₯원
2023 Sejong AI Challenge 2등상πŸ₯ˆ Signal, Sensor Sejong Univ
μ œμ£Όλ„ κ΅ν†΅λŸ‰ 예츑 AI λŒ€νšŒπŸοΈ 3/2073 0.1% 3등상πŸ₯‰ Regression μ œμ£ΌνŠΉλ³„μžμΉ˜λ„
μ œμ£Όλ„ νŠΉμ‚°λ¬Ό 가격 예츑 AI λŒ€νšŒπŸŠ 10/2517 0.3% 3등상πŸ₯‰ Time-Series μ œμ£ΌνŠΉλ³„μžμΉ˜λ„
자율 μš΄ν•­ μ„ λ°• λŒ€νšŒπŸš€ μž₯렀상πŸ₯‰ Ocean λŒ€ν•œμ‘°μ„ ν•™νšŒ
제1회 Medical AI (MAI) κ²½μ§„λŒ€νšŒπŸš€ 12/695 1.7% μž₯렀상πŸ₯‰ Medical κ³ λ €λŒ€ν•™κ΅μ˜λ£Œμ›
2022 Sejong AI Challenge μž₯렀상πŸ₯‰ classification Sejong Univ
DACrew 1/114 0.9% 1λ“±πŸ₯‡ Transformer DACON
μžμœ¨μ£Όν–‰ μ„Όμ„œμ˜ μ•ˆν…Œλ‚˜ μ„±λŠ₯ 예츑 AI κ²½μ§„λŒ€νšŒβš™οΈ 1/2050 0.04% Industry, Regression LG AI Research + LG Innotek
슀마트 곡μž₯ μ œν’ˆ ν’ˆμ§ˆ μƒνƒœ λΆ„λ₯˜ AI κ²½μ§„λŒ€νšŒβš™οΈ λ³Έμ„ (1/107) 1% Industry, Classification LG AI Research + LG Display
μƒμˆ˜λ„ 관망 이상 감지 AI μ•Œκ³ λ¦¬μ¦˜ 개발 5/1155 0.4% Anomaly Detection K-water
μ˜μ—… 기회 μ „ν™˜ 예츑 AI κ²½μ§„λŒ€νšŒπŸ§‘β€πŸ’Ό Classification LG AI Research + LG μ „μž
감귀 μ°©κ³ΌλŸ‰ 예츑 AI λŒ€νšŒπŸŠ 12/911 1% Regression μ œμ£Όν…Œν¬λ…ΈνŒŒν¬
μ•± μ‚¬μš©μ„± 데이터λ₯Ό ν†΅ν•œ λŒ€μΆœμ‹ μ²­ μ˜ˆμΈ‘πŸ’³ Classification λΉ…μ½˜ν…ŒμŠ€νŠΈ
μ „λ ₯ μ‚¬μš©λŸ‰ 예츑 AI κ²½μ§„λŒ€νšŒβš‘ public(9/2722) 1% Time-Series ν•œκ΅­μ—λ„ˆμ§€κ³΅λ‹¨
μ‹ μ•½κ°œλ°œ AI κ²½μ§„λŒ€νšŒπŸ’Š 4/1581 0.2% Regression, Chemical ν•œκ΅­ν™”ν•™μ—°κ΅¬μ›, 생λͺ…곡학연ꡬ원
곡기압좕기 이상 νŒλ‹¨ AI λŒ€νšŒπŸ©Ί 3% Anomaly Detection

πŸŽ“ Education & Courses

  • λΆ€μŠ€νŠΈμ½”μŠ€ μ½”μΉ­μŠ€ν„°λ”” 리더 수료
  • LG Aimers (2022.07.04~2022.09.04)
  • LG Aimers 2 (2023.01.03~2023.03.26)
  • LG Aimers 3 (2023.07.01~2023.09.26)
  • LG Aimers 4 (2023.01.02~2023.04.07)
  • ASL(Autonomous Shipping Lab)(2022)

Pinned Loading

  1. LG-Demand_Forecasting LG-Demand_Forecasting Public

    πŸ“ˆ 효율적인 재고 관리 및 νƒ€κ²Ÿ λ§ˆμΌ€νŒ… μ „λž΅μ„ μ„Έμš°κΈ° μœ„ν•΄ ν–₯ν›„ 21μΌκ°„μ˜ μ œν’ˆλ³„ νŒλ§€λŸ‰μ„ μ˜ˆμΈ‘ν•˜λŠ” AI λͺ¨λΈμ„ κ°œλ°œν•˜λŠ” λŒ€νšŒπŸ₯‡(LG AI Research + LG μƒν™œκ±΄κ°•)

    Jupyter Notebook

  2. HD-AI_CHALLENGE_FINAL HD-AI_CHALLENGE_FINAL Public

    πŸšœκ±΄μ„€ ν˜„μž₯ 운용 νš¨μœ¨ν™”λ₯Ό μœ„ν•œ μž‘μ—…μžμ˜ μš΄μ „ μ„±ν–₯κ³Ό μˆ™λ ¨λ„μ— 영ν–₯을 받지 μ•Šκ³  μ •ν™•ν•œ μž‘μ—… μ€‘λŸ‰μ„ μ˜ˆμΈ‘ν•  수 μžˆλŠ” λͺ¨λΈμ„ κ°œλ°œν•˜λŠ” λŒ€νšŒπŸ₯‡(HD ν˜„λŒ€)

    Jupyter Notebook

  3. Visol-Synthetic_Image_Object_Detection Visol-Synthetic_Image_Object_Detection Public

    πŸš— ν•™μŠ΅μš© 합성데이터λ₯Ό ν™œμš©ν•˜μ—¬ μžλ™μ°¨ 탐지λ₯Ό μˆ˜ν–‰ν•˜λŠ” AI λͺ¨λΈμ„ 개발. ν‰κ°€λŠ” μ‹€μ œλ°μ΄ν„°λ₯Ό λ°”νƒ•μœΌλ‘œ μ§„ν–‰λ˜λ©°, μžλ™μ°¨ 탐지 뿐만 μ•„λ‹ˆλΌ 34κ°€μ§€μ˜ μžλ™μ°¨ μ„ΈλΆ€λͺ¨λΈκΉŒμ§€ νŒλ³„ ν•˜λŠ” λŒ€νšŒπŸ₯‡(VISOL)

    Python

  4. KIST-Lettuce_Growth_Environment_Prediction KIST-Lettuce_Growth_Environment_Prediction Public

    πŸ₯¬ μƒμœ‘ ν™˜κ²½ 생성 AI λͺ¨λΈ κ²°κ³Όλ₯Ό λ°”νƒ•μœΌλ‘œ μƒμΆ”μ˜ 일별 μ΅œλŒ€ 잎 μ€‘λŸ‰μ„ λ„μΆœν•  수 μžˆλŠ” 졜적의 μƒμœ‘ ν™˜κ²½ μ‘°μ„±(예츑 λͺ¨λΈ, 생성 λͺ¨λΈ)ν•˜λŠ” λŒ€νšŒπŸ₯ˆ(ν•œκ΅­κ³Όν•™κΈ°μˆ μ—°κ΅¬μ›)

    Jupyter Notebook

  5. JEJU-Jeju_Island_specialty_price_forecasting JEJU-Jeju_Island_specialty_price_forecasting Public

    πŸŠμ œμ£Όλ„ νŠΉμ‚°λ¬Όμ˜ 가격을 μ˜ˆμΈ‘ν•˜λŠ” AI λͺ¨λΈ 개발 및 μΈμ‚¬μ΄νŠΈλ₯Ό λ°œκ΅΄ν•˜λŠ” λŒ€νšŒπŸ₯‰

    Jupyter Notebook