sguys99/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Kwang-Myung Yu (유광명)

Work experience

• PwC, Digital & AI(2024 ~ )
• MakinaRocks, AI Project Team, Part leader, ML engineer (2023 ~ 2024)
• GIVITA, AI Part, AI Engineer (2022)
• Samsung Electro-mechanics, Equipment Engineering R&D Institute, pricipal research engineer (2021 ~ 2022)
• Korea Electric Power Corporation(KEPCO), Data science lab., senior data scientist (2010 ~ 2020)
• POSCO EnC, Power tech group., control system engineer (2008 ~ 2010)

Research interests

• Machine learning for industrial application : Anomaly detection(imbalanced learn, unsupervised approach), time series forecasting, optimization, automatic control
• MLOps, Deep learning for mobile platform(Jetson, Raspberry Pi), Computer vision

Honors and Activities

• 2nd prize of the power plant big data AI competition, Korea East-West Power Corporation, 2020
• Best employee award, KEPCO research institute, 2018
• Academic excellent student, Pusan national university, 2003 ~ 2006
• Lecture
  • Data science basics for ICT employees, KEPCO, 2019
  • Control system tuning and data analytics, KITI, 2014 ~ 2023
• Activities
  • Happy plant : personal blog for Data science, machine learning, and automatic control [link]
  • Turtles : personal AI project [Github]
• Publications
  • 파이썬 코드로 배우는 Git&Github : [link]
  • git for visual studio users : [link]

Stack

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