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zzhining/README.md

πŸš€ About Me

μ•ˆλ…•ν•˜μ„Έμš”! ν•΄ν”Όμ―”λ‹μž…λ‹ˆλ‹€. μš΄λ™ν•˜κ³ , λ§›μžˆκ²Œ λ¨Ήκ³ , μ •λ¦¬ν•˜κ³ , μƒκ°ν•˜λŠ” 삢을 지ν–₯ν•©λ‹ˆλ‹€.

  • πŸ“š μ •λ³΄κ΄€λ¦¬κΈ°μˆ μ‚¬ (2019)
  • πŸŽ“ μ—΄λ¦°μ‚¬μ΄λ²„λŒ€ν•™κ΅ 인곡지λŠ₯μœ΅ν•©ν•™κ³Ό κ°μ›κ΅μˆ˜ (2022~ν˜„μž¬)
  • πŸ“– 4ꢌ의 AI/데이터 뢄석 κ΄€λ ¨ μ €μ„œ μΆœκ°„
  • 🎯 200+ μ‹œκ°„μ˜ AI/ML κ°•μ˜ κ²½ν—˜
  • 🌟 10+ κΈ°μ—…,곡곡 κΈ°κ΄€μ˜ AI λ„μž… μ»¨μ„€νŒ…

πŸ’Ό Professional Experience

  • μ—΄λ¦°μ‚¬μ΄λ²„λŒ€ν•™κ΅ - 인곡지λŠ₯μœ΅ν•©ν•™κ³Ό κ°μ›κ΅μˆ˜ (2022~ν˜„μž¬)
  • λ‹€μˆ˜ κΈ°μ—… 및 μ •λΆ€κΈ°κ΄€ - AI/ML ꡐ윑 강사
  • Elise - K-digital AI track 인곡지λŠ₯ μ½”μΉ˜ (2022~2024)
  • LG CNS - TCT μΆœμ œμœ„μ› (2021~2025)

πŸ“š Publications & Research

  • λ…Έμ½”λ“œ λΉ…μž¬λ―Έλ‘œ λ°°μš°λŠ” 톡계뢄석 (2023)
  • λ…Έμ½”λ“œ λΉ…μž¬λ―Έλ‘œ λ°°μš°λŠ” 데이터뢄석 (2023)
  • 파이썬으둜 μ‹œμž‘ν•˜λŠ” λ¨Έμ‹ λŸ¬λ‹+λ”₯λŸ¬λ‹ (2022)
  • 파이썬으둜 μ‹œμž‘ν•˜λŠ” 데이터 뢄석 (2021)
  • Time-Series to Image Transformed Adversarial Autoencoder for Anomaly Detection (IEEE, 2024)

πŸ† Certifications

  • μ •λ³΄κ΄€λ¦¬κΈ°μˆ μ‚¬ (ν•œκ΅­μ‚°μ—…μΈλ ₯곡단, 2019)
  • AICE Associate (KT, ν•œκ΅­κ²½μ œμ‹ λ¬Έ, 2022)
  • ADsP (ν•œκ΅­λ°μ΄ν„°μ‚°μ—…μ§„ν₯원, 2018)

πŸŽ“ Teaching Experience

2025λ…„ κ°•μ˜ 싀적

  • μƒμ„±ν˜• AI의 이해 및 ν™œμš© (WISET, 과기정톡뢀 λ“±)
  • 데이터 관리 (ν•œκ΅­ν† μ§€μ£Όνƒκ³΅μ‚¬)
  • ν”„λ‘œμ„ΈμŠ€ λͺ¨λΈλ§ (KT, CJ ONS)
  • μ†Œν”„νŠΈμ›¨μ–΄ 뢄석섀계 (KB λ°μ΄νƒ€μ‹œμŠ€ν…œ)
  • Data Translator (μ‹ ν•œμΉ΄λ“œ)
  • Data Science, AI μ‹€μŠ΅ κ³Όμ •(KB λ°μ΄νƒ€μ‹œμŠ€ν…œ)
  • λ…Έμ½”λ“œ 기반 데이터 뢄석(인천경찰청)

2024λ…„ μ£Όμš” κ°•μ˜

  • μ‹€μ „ 데이터 뢄석 κ³Όμ • (ν•œκ΅­λ””μ§€ν„Έμœ΅ν•©μ§„ν₯원)
  • 데이터뢄석 κ³Όμ • 쀑급 (κ²½μ°°μ²­)
  • μƒμ„±ν˜• AI의 이해 (문화정보원)
  • μ£Όκ°€ 데이터 뢄석 κ³Όμ • (ν•œκ΅­λ””μ§€ν„Έμœ΅ν•©μ§„ν₯원)

2023λ…„ μ£Όμš” κ°•μ˜

  • λ…Έμ½”λ“œ 데이터 뢄석+μ›Ή κ³Όμ • (ν•œκ΅­λ””μ§€ν„Έμœ΅ν•©μ§„ν₯원)
  • 파이썬 기초 및 데이터 뢄석과정 (κ²½μ°°μ²­)
  • AI기반 μ—λ“€ν…Œν¬ μ„œλΉ„μŠ€ 기획 및 개발 (NIPA)
  • μƒμ„±ν˜• 인곡지λŠ₯의 이해 (강원도 μ§€μžμ²΄)

온라인 κ°•μ˜

  • 직μž₯인을 μœ„ν•œ λ¨Έμ‹ λŸ¬λ‹ κ³Όμ • (ν•΄μ»€μŠ€)
  • λ¨Έμ‹ λŸ¬λ‹, λ”₯λŸ¬λ‹ 기초 μ‹€μŠ΅ (패슀트캠퍼슀)

πŸ’» Technical Skills

  • Programming: Python, R, SQL
  • ML/DL Frameworks: TensorFlow, Keras, PyTorch, Scikit-learn
  • Data Analysis: Pandas, NumPy, Matplotlib, Seaborn
  • Database: MySQL, PostgreSQL, MongoDB
  • Web Development: Streamlit, Django, Flask
  • NoCode Tools: BigZami

🌟 Mentoring & Consulting

  • (μ‹μ•½μ²˜)
  • K-eco 데이터 뢄석 μ „λ¬Έκ°€ μ–‘μ„± κ³Όμ • λ©˜ν†  (ν•œκ΅­ν™˜κ²½κ³΅λ‹¨)
  • ν™˜κ²½λ°μ΄ν„°λ¦¬λ” 뢄석 동아리 λ©˜ν†  (ν•œκ΅­ν™˜κ²½κ³΅λ‹¨)
  • ν•œμ΄μŒ λ©˜ν†  (IITP)
  • λͺ…μ§€μ „λ¬ΈλŒ€ μΊ‘μŠ€ν†€ λ©˜ν† 
  • λ°μ΄ν„°κΈ°λ°˜ν–‰μ • μ—­λŸ‰κ°•ν™” 지원 μ»¨μ„€νŒ… μžλ¬Έμœ„μ›

πŸ“« Contact

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