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14 followers · 15 following
  • Seoul, Korea

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Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

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@boostcampaitech6

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seokulee/README.md

Hi

  • I'm currently working on projects in Codyssey.
  • I'm interested in Data, Machine Learning and AI.

Profile

  • 계명대학교 의과대학 의용공학과 전공, 공과대학 전기에너지공학과 부전공 ( 2015.03. ~ 2022. 08. )
  • 필리핀 물샤초등학교 국외봉사 ( 2019.12. ~ 2020.01. )
  • Hof University of Applied Sciences, Bayern, Germany 교환학생 ( 2021.02. ~ 2022.02. )
  • 42 서울 멤버 - 본과정 수료 ( 2023.01. ~ 2024.12. )
  • 이노베이션아카데미 학업성취도 향상 부트캠프 대상 - 과학기술정보통신부 장관상 - 수상 ( 2024.12. )
  • 네이버 부스트캠프 AI Tech RecSys 수료 ( 2023.11. ~ 2024.04. )
  • 포르투갈 리스본, 프랑스 파리 해외연수 ( 2024.11.10. ~ 2024.11.18. )

Certificates

Projects

Book Rating Prediction — boostcamp 대회 (1st / 8)

  • EDA, Feature Engineering 으로 데이터 인사이트 확보
  • pytorch 를 활용하여 CNN_FM과 DeepCoNN 모델을 학습

리그오브레전드 듀오 매칭 개인화 추천 시스템

  • Memory-based Collaborative Filtering을 통해 cold start에 대한 대처
  • self attention similarity를 사용하여 각 유저의 플레이 성향으로 클러스터링
  • 도메인 특성을 분석하여 중요한 지표를 반영한 자체 Score 산정
  • FastAPI로 Inference Serving을 구현

생성형 AI를 사용해 Closed Caption 생성

  • Whisper, Google Cloud Speech API 를 사용한 폐쇄 자막 생성
  • CapsuleNet 자체 모델 제작
  • 대상(과학기술정보통신부 장관상) 수상

Pong game website— 42 서울

  • Django 백엔드 구축
  • Postgresql 기반 모델, Redis 기반 WebSocket 구현
  • Docker Compose 를 활용한 인프라 구현

Pinned Loading

  1. boostcampaitech6/level2-3-recsys-finalproject-recsys-05 boostcampaitech6/level2-3-recsys-finalproject-recsys-05 Public

    level2-3-recsys-finalproject-recsys-05 created by GitHub Classroom

    Python 4 1

  2. boostcampaitech6/level2-dkt-recsys-05 boostcampaitech6/level2-dkt-recsys-05 Public

    level2-dkt-recsys-05 created by GitHub Classroom

    Jupyter Notebook 4 1

  3. boostcampaitech6/level1-bookratingprediction-recsys-06 boostcampaitech6/level1-bookratingprediction-recsys-06 Public

    level1-bookratingprediction-recsys-06 created by GitHub Classroom

    Jupyter Notebook 3 1

  4. movie_recommendation movie_recommendation Public

    Movie Recommendation Modeling

    Jupyter Notebook