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🙇‍♂️ 안녕하세요 이재민입니다

👋 Hi there, I'm jaemin lee

ME 🥸 = '통계' + '프로그래밍' + '커뮤니케이션' + '엔지니어링'


현재 삼성전자 DS 혁신센터에서 데이터 기반 반도체 물류 자동 반송 시스템 개선 및 개발 업무 하고 있습니다. 생산라인에서 발생하는 실시간 반송 이력 데이터를 분석하여 생산 효율을 높이는 로직을 개발하고 있습니다. 석사과정으로 데이터 마이닝을 전공했고, 특히 데이터 기반 의사결정 프로세스에 관심이 많습니다. 이에 활용되는 데이터 시각화, 시계열 데이터 분석, 머신러닝, 딥러닝 기법들을 꾸준히 학습하고 있습니다. 물류, 교통 및 축구 전술 분석 등에 흥미가 많습니다. 🧐


Software engineer of Samsung Electronics DS Innovation Center, specializing in improving and developing data-driven semiconductor logistics automatic dispatching system. I analyze real-time transportation history data from the manufacturing line in order to develop logic that enhances production efficiency. I have a master's degree in data mining and a keen interest in data-driven decision-making processes. Additionally, I continuously study data visualization, time series data analysis, machine learning, and deep learning (Computer Vision) techniques used in these areas. I enjoy exploring about logistics, transportation, and soccer tactics analysis. 🤨

저에 대해서 추가적으로 궁금한점 있으시면 아래 링크 참고해주시거나 메일로 연락주세요. 😁
To learn more about my experience, please feel free to reach out to me through the following channels. 🧑🏽‍💻

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📒 Notebooks

흥미로운 데이터, 다양한 주제로 분석 및 학습하고 있습니다.

  1. 웹 스크랩핑
  2. 데이터 시각화
  3. 딥러닝 모델
  4. 데이터 사이언스
  5. 학습

⛏️ Tech Stack

데이터 분석에 필요한 다양한 분석 툴 활용 가능합니다.

  • 파이썬 패키지
Numpy Pandas Scikit-learn Pytorch matplotlib seaborn Plotly Beautifulsoup
  • 다른 분석 툴
Oracle SQL R Rstudio tydiverse ggplot2 Tableau SAS

📝 Publications

  1. Multi-veiw clustering 연구
  1. COVID-19 로 인한 무관중 축구경기 승부예측 모형 연구

jaemini_man's Projects

faster_cce icon faster_cce

Faster CCE by jaemini_man (paper published in Pattern Recognition)

kloppy icon kloppy

kloppy: standardizing soccer tracking- and event data

lenet-5_1998_pytorch icon lenet-5_1998_pytorch

LeNet-5 is proposed by Yann LeCun in 1988. This model is a pioneer of image recognition models using convolutional neural networks. I want to reproduce this historical model as it was in 1998 with PyTorch

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

mplsoccer icon mplsoccer

Football pitch plotting library for matplotlib

sonny_stats_visualization icon sonny_stats_visualization

Visualization performance of "Son Heung-min" who is one of the top class soccer players of PL and South Korea

wide-open-space_pitch_control_model icon wide-open-space_pitch_control_model

implement ptich control model of the paper of Javier Fernandez "Wide Open Spaces: A statistical technique for measuring space creation in professional soccer" by jaeminiman

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