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  • Dept of Medical AI, Konyang Univ.
  • Incheon, South Korea

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jijeongwon/README.md

πŸ§‘β€πŸ’» λ‹€μ–‘ν•œ AI κΈ°μˆ μ„ 연ꡬ 쀑인 학뢀생 μ§€μ •μ›μž…λ‹ˆλ‹€.

κ±΄μ–‘λŒ€ν•™κ΅ 4ν•™λ…„ Β· μ˜λ£ŒμΈκ³΅μ§€λŠ₯ν•™κ³Ό
Applied Computer Vision Β· Image Enhancement Β· Data Preprocessing & Feature Engineering

Image Inhancement, Segmentation, 의료 μ˜μƒ 뢄석 등을 μ€‘μ‹¬μœΌλ‘œ μ‹œκ° 데이터λ₯Ό μ‹€μ œ 문제 해결에 μ μš©ν•˜λŠ” AI μ‹œμŠ€ν…œ κ°œλ°œμ— 관심을 두고 연ꡬ와 ν”„λ‘œμ νŠΈλ₯Ό μˆ˜ν–‰ν•΄ μ™”μŠ΅λ‹ˆλ‹€.
예λ₯Ό λ“€μ–΄, Stable Diffusionκ³Ό GAN을 κ²°ν•©ν•œ 이미지 볡원·색상화 연ꡬ, 마슀크 기반 segmentation νŒŒμ΄ν”„λΌμΈ 섀계 연ꡬ 등을 μ§„ν–‰ν•˜λ©°, λͺ¨λΈμ˜ μ‹œκ°μ  이해 λŠ₯λ ₯을 κ°œμ„ ν•˜λŠ” 방법을 νƒκ΅¬ν–ˆμŠ΅λ‹ˆλ‹€.


μ΄λŸ¬ν•œ μ‹œκ° 쀑심 연ꡬλ₯Ό λ°”νƒ•μœΌλ‘œ, 싀세계 ν™˜κ²½μ— 적용 κ°€λŠ₯ν•œ Computer Vision 기반 AI 기술둜 연ꡬ와 ν”„λ‘œμ νŠΈ λ²”μœ„λ₯Ό ν™•μž₯ν•˜κ³ μž ν•©λ‹ˆλ‹€.

πŸ’‘Personal Stats

πŸ“„ Paper

  • ν•©μ„± 데이터λ₯Ό ν™œμš©ν•œ λ¨Έμ‹ λŸ¬λ‹ λͺ¨λΈμ˜ 의료 λ³΄ν—˜λ£Œ 예츑 μ΅œμ ν™” β”‚ 1μ €μž πŸ”—Link
    2024.11 β”‚ ν•œκ΅­μΈκ³΅μ§€λŠ₯μœ΅ν•©κΈ°μˆ ν•™νšŒ(KAICTS) μΆ”κ³„ν•™μˆ λŒ€νšŒ

  • 흑백 이미지 볡원을 μœ„ν•œ Stable Diffusion 및 GAN 기반 ν•˜μ΄λΈŒλ¦¬λ“œ ν”„λ ˆμž„μ›Œν¬ β”‚ 곡동 1μ €μž πŸ”—Link
    2025.01 β”‚ ν•œκ΅­μ†Œν”„νŠΈμ›¨μ–΄κ³΅ν•™(KCSE) ν•™μˆ λŒ€νšŒ

  • 가상 ν”ΌνŒ… λͺ¨λΈ ACGPN의 μž…λ ₯ νŠΉμ§• μΆ”μΆœ 기법 비ꡐ: Otsu Mask vs. Salient Region β”‚ 곡동 1μ €μž πŸ”—Link
    2025.05 β”‚ ν•œκ΅­μΈκ³΅μ§€λŠ₯μœ΅ν•©κΈ°μˆ ν•™νšŒ(KAICTS) μΆ˜κ³„ν•™μˆ λŒ€νšŒ

πŸ… Award

  • λ§ˆμ΄ν¬λ‘œμ†Œν”„νŠΈ ν΄λΌμš°λ“œλ₯Ό ν™œμš©ν•œ 인곡지λŠ₯ μ„œλΉ„μŠ€ 개발 κ²½μ§„λŒ€νšŒ β”‚ μž₯렀상
    2024.11 β”‚ 인곡지λŠ₯κΈ°μˆ κ΅μœ‘ν˜‘μ˜νšŒ Γ— ν•œκ΅­λ§ˆμ΄ν¬λ‘œμ†Œν”„νŠΈ μ£Όκ΄€

  • AWS DeepRacer 인곡지λŠ₯ μžμœ¨μ£Όν–‰ μžλ™μ°¨ AI μœ΅ν•©κ²½μ§„λŒ€νšŒ β”‚ νŒ€μ „ 1λ“±, κ°œμΈμ „ 2λ“±
    2024.11 β”‚ AI.SW μœ΅ν•©λŒ€ν•™ μ£Όκ΄€

  • ν•œκ΅­μΈκ³΅μ§€λŠ₯μœ΅ν•©κΈ°μˆ ν•™νšŒ(KAICTS) μΆ˜κ³„ν•™μˆ λŒ€νšŒ β”‚ 우수 λ°œν‘œ 논문상
    2025.05 β”‚ ν•œκ΅­μΈκ³΅μ§€λŠ₯μœ΅ν•©κΈ°μˆ ν•™νšŒ μ£Όκ΄€

  • WCRC 쿠팑 λ¬Όλ₯˜λ‘œλ΄‡κ²½μ§„λŒ€νšŒ β”‚ κ΅­νšŒμ˜μ› μš°μˆ˜μƒ (μš°μž¬μ€€ κ΅­νšŒμ˜μ›)
    2025.05 β”‚ κ³Όν•™κΈ°μˆ μ •λ³΄ν†΅μ‹ λΆ€ μ£Όκ΄€

πŸ† Competition Participation
  • DACON 생성 AI κ°€μ§œ μŒμ„± 탐지 λͺ¨λΈ 개발 κ²½μ§„λŒ€νšŒ (2024) β”‚ private μƒμœ„ 7%
  • DACON 이미지 색상화 및 손싀 λΆ€λΆ„ 볡원 AI κ²½μ§„λŒ€νšŒ (2024) β”‚ private μƒμœ„ 8%
  • DACON 건섀곡사 사고 예방 λŒ€μ‘μ±… 생성 AI κ²½μ§„λŒ€νšŒ (2025) β”‚ public μƒμœ„ 5%
  • DACON 생성 AI ν…μŠ€νŠΈ νŒλ³„ λͺ¨λΈ 개발 κ²½μ§„λŒ€νšŒ (2024) β”‚ public μƒμœ„ 25%
πŸ“š Certification
  • TOEIC 855, OPIc IM2
  • Google Analytics Certification
  • ADsP
  • 빅데이터전문가 1κΈ‰
  • Microsoft Certified: AI Fundamentals (AI-900)
  • MOS Expert (Excel, PowerPoint)
  • GTQ 1, 2κΈ‰

πŸ› οΈ Tech Stacks


πŸ“§ Email

rhtmaehcl739@naver.com

jw053177@gmail.com

πŸ“Š Stat

JeongWon's GitHub stats


Pinned Loading

  1. 2024.06-Healthcare_Premiums_Prediction 2024.06-Healthcare_Premiums_Prediction Public

    Jupyter Notebook 2

  2. 2025.01-KCSE_Stable_Diffusion_and_GAN-Based_Hybrid_Framework_for_Gray-scale_Image_Recovery 2025.01-KCSE_Stable_Diffusion_and_GAN-Based_Hybrid_Framework_for_Gray-scale_Image_Recovery Public

    2025 ν•œκ΅­μ†Œν”„νŠΈμ›¨μ–΄ κ³΅ν•™ν•™μˆ λŒ€νšŒ ν•™μˆ μ§€μ— 게재된 논문에 λŒ€ν•œ 연ꡬ λ‚΄μš©μž…λ‹ˆλ‹€.

    Python 1

  3. 2024.11-KAICTS_Optimizing_Healthcare_premium_Prediction_with_Synthetic_data 2024.11-KAICTS_Optimizing_Healthcare_premium_Prediction_with_Synthetic_data Public

    2024 ν•œκ΅­μΈκ³΅μ§€λŠ₯μœ΅ν•©κΈ°μˆ ν•™νšŒ μΆ”κ³„ν•™μˆ λŒ€νšŒμ— μ œμΆœν•œ 논문에 λŒ€ν•œ 연ꡬ λ‚΄μš©μž…λ‹ˆλ‹€.

    Jupyter Notebook 1

  4. Paper_collection Paper_collection Public

    학뢀생 κΈ°κ°„ λ™μ•ˆ μž‘μ„±ν•œ λ…Όλ¬Έμž…λ‹ˆλ‹€.