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followers: 24.0 following: 37.0 repos: 111.0 gists: 2.0

Name: Kwang Myung Yu

Type: User

Bio: Data science, machine learning, automatic control

Location: Seoul, Korea

Blog: https://sguys99.github.io/

Kwang-Myung Yu (유광명)

Work experience

MakinaRocks, AI Project Team, senior 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

Contact

Kwang Myung Yu's Projects

anogan

anomaly detection with GAN

anomaly-detection

personal research materials for anomaly detection

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-anomaly-detection-1

A complete list of papers on anomaly detection.

awesome-cgm

List of CGM datasets

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-industrial-machine-datasets

awesome-log-analysis

A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps

awesome-machine-learning-deep-learning-deployment

Awesome Machine learning Deep learning Deployment

awesome-production-machine-learning

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

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-time-series

list of papers, code, and other resources

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

calculator

calculator_day2_final

calorie_counter

cbe30338

Chemical Process Control

cgm

Continuous Glucose Monitoring

cgm_app

clone-test

git 실습을 위한 저장소

computer_vision_project

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

dacon-solutions

data-analysis

personal study on data science

data-driven-stock-investment

data-science--cheat-sheet

Cheat Sheets

datascience-tips

Some tips for data analysis or developing machine learning models

datascience-tutorials

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