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Kyunghwan Lee

Wanna be great AI/ML + Back-End Engineer

Work Experience

  • Machine Learning Engineer (Intern) / SAP Labs Korea (2021.07 - )
  • AI Service Engineer (Full-Time) / Smilegate AI (2021.05 - 2021.06 )

Education

  • Google Machine Learning Engineer Boot Camp (2020.10 - 2021.01)
  • M.S. in Digital Analytics, Yonsei Univ (2020.01 - 2021.08)
  • SSAFY-Samsung Software Academy For Youth (2019.07 - 2019.12)
  • B.A. in English Language&Literature, Global Business & Culture, Hanyang Univ (2013.03 - 2019.08)

Project

  • 액티브러닝을 활용한 헬멧 착용 감지 모델 성능 개선 논문 작성 (2021.03 - 2021.05)
  • 차량 데이터 분석을 통한 음악 추천 시스템 개발 - 현대자동차 인포테인먼트팀 (2020.06 - 2020.12)
  • TensorFlow Lite for Micro Controller Project - 오픈 소스 컨트리뷰톤 특별상 / 데이터분석 컨퍼런스 '데이터야놀자' 출전(2020.08 - 2020.09)
  • 야구 잔여경기 승률, 타율, 방어율 예측 - 빅콘테스트 2020 대상(과학기술정보통신부장관상) 수상 (2020.07 - 2020.09)
  • 주식거래내역으로 매수 상위종목 예측 - 미래에셋 머신러닝 경진대회 장려상 수상 (최종 3위) (2020.09 - 2020.10)
  • Melon Playlist Continuation - Kakao Arena 3회 대회 최종 리더보드 순위 상위 1.5% (2020.05 - 2020.07)
  • 해외영수증 처리 웹앱 만들기 - NAVER AI Burning Day 본선 진출 (2020.01 - 2020.02)

Contribute

  • 줄리아를 생각하다 (한빛 미디어) - Reviewer
  • 초소형 머신러닝 TinyML (한빛 미디어) - Reviewer
  • R 레시피(누구나 해볼 만한) (비제이퍼블릭) - Reviewer
  • 연세대학교 GVC MBA 조교

Skills

  • Main Language : Python
  • Data: TensorFlow, Keras, PyTorch, SQL
  • Web : Django, Flask
  • A little knowledge in Julia

Interest

  • ML/DL
  • Computer Vision
  • Recommender System

Kyunghwan Lee(이경환)'s Projects

ma_competition icon ma_competition

2020 금융빅데이터페스티발 - 주식거래내역으로 매수 상위종목 예측

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