Kwang-Myung Yu (유광명)

in-memory-of-mom (2026. 1. 2 /2025. 11. 14 , 2025. 2. 19(49th))

Work experience

• PwC Consulting, Digital & AI, Director/ Senior ML engineer (2024 ~ 2025)
• MakinaRocks, AI Project Team, Part leader/ Senior ML engineer (2023 ~ 2024)
• Samsung Electro-mechanics, Equipment Engineering R&D Institute, Pricipal SW engineer (2020 ~ 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

• LLM application : Agent system, Workflow design, RAG, Question Answering, Text-to-SQL
• Machine learning for industrial application : Anomaly detection(imbalanced learn, unsupervised approach), time series forecasting, process optimization, optimal control
• MLOps, LLMOps : Model serving, test and evaluation

Honors and Activities

• Best People awards, PwC Consulting, 2025
• 2nd prize of the power plant big data AI competition, Korea East-West Power Corporation, 2020
• Best research award, KEPCO research institute, 2018
• Academic excellent student, Pusan national university, 2003 ~ 2006
• Lecture
  • LLM and RAG application, Incheon national university, 2005
  • 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

Contact