김영진 Email & Phone Number

Kwach'On, Gyeonggi, South Korea

Feature Engineering (July 2019 - June 2020)- Identified essential features indicating battery characteristics from time series data.- Extracted features for abnormal events (Internal short, Li plating).- Extracted battery degradation features (State of Health).Battery Degradation Modeling (July 2020 - January 2022)- Developed RUL prediction algorithms for Battery as a Service (BaaS).AI Development (February 2022 - June 2023)- Developed AI diagnostic models for detecting Li plating cells with potential event risks.Cloud Diagnostics (July 2023 - Present)- Extracted diagnostic features from real-world data.- Developed risk vehicle classification models using data from a fleet (~43K)

Kwach'On, Gyeonggi, South Korea

Advanced Cell Development (Lab Scale) (July 2014 - December 2014)- Conducted 3-electrode experiments to find the optimal charging depth.Low Cost & Long-Term Cell Development for ESS Cells (January 2015 - June 2016)- Developed ESS cell to larger scale (Pilot test)- Studied cell degradation mechanisms.Advanced SoX Algorithm Development (July 2016 - December 2018)- Developed adaptive SoX algorithms (State of Charge, State of Power).- Optimized fast charge algorithms.- Optimized parameters (ECM, P2D).

Master'S Degree, Nuclear Engineering

Bachelor'S Degree

Master'S Degree, Nuclear Engineering