Ki Beom Kwon
Artificial Intelligence Software Developer
Seoul
Summary
Artificial intelligence software developer in IT infrastructure monitoring industry paired with 3 and half years of experience of developing statistical model and machine learning (ML) algorithms for IT system anomaly detection and load prediction, conducting time-series statistical analysis to plan model building strategy and decreasing computation cost using multi-processing. Utilized Python Stat/ML frameworks, libraries such as statsmodels, scikit-learn to develop model. Collaborative team player putting top priority on goal of team with intercommunication skills.
Overview
3
3
years of professional experience
7
7
years of post-secondary education
Work History
Artificial Intelligence Software Developer
EXEM
Seoul
01.2019 - Current
- Developed ML algorithms to analyze huge volumes of historical data to make predictions.
- Applied loss functions and variance explanation techniques to compare performance metrics.
- Researched and implemented best practices to improve existing machine learning infrastructure.
- Presented findings orally and in writing with advanced mathematical models.
- Consulted with managers to determine and refine machine learning objectives.
Education
Bachelor of Science - Statistics And Actuarial Science
Soongsil University
Seoul 03.2012 - 02.2019
Skills
Teamwork and Collaboration
Flexible and Adaptable
Training and Development
Interpersonal Communication
Dependable and Responsible
Self-Motivated
Accomplishments
- one of the outstanding employee of the month(Link : https://elegant-marquess-7fb.notion.site/BEST-3X-c07286528a0f41c282414a2ba2eff882)
Timeline
Artificial Intelligence Software Developer
EXEM
01.2019 - Current
Bachelor of Science - Statistics And Actuarial Science
Soongsil University
03.2012 - 02.2019