CV

Education

• Ph.D in Version Control Theory, GitHub University, 2018 (expected)
• M.S. in Jekyll, GitHub University, 2014
• B.S. in GitHub, GitHub University, 2012

Work experience

• Spring 2024: Academic Pages Collaborator
  • GitHub University
  • Duties includes: Updates and improvements to template
  • Supervisor: The Users
• Fall 2015: Research Assistant
  • GitHub University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub
• Summer 2015: Research Assistant
  • GitHub University
  • Duties included: Tagging issues
  • Supervisor: Professor Git

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

Hybrid Compression for Accurate End of Life Prediction on Edge Battery Management System

Kim T., Seo Y., & Barde, S. (2025). "Hybrid Compression for Accurate End of Life Prediction on Edge Battery Management System." In 2025 IEEE Global Reliability & PHM Conference (PHM-Xi'an). Xi'an, China.

Robust SOH Prediction for Lithium-Ion Batteries via ProbSparse Informer Architecture

Seo Y., Kim T., & Barde, S. (2025). "Robust SOH Prediction for Lithium-Ion Batteries via ProbSparse Informer Architecture." In 2025 IEEE Global Reliability & PHM Conference (PHM-Xi'an). Xi'an, China.

Edge-Compatible SOH Estimation for Li-Ion Batteries via Hybrid Knowledge Distillation and Model Compression

Kim T., Seo Y., & Barde, S. (2025). "Edge-Compatible SOH Estimation for Li-Ion Batteries via Hybrid Knowledge Distillation and Model Compression." Journal of Energy Storage. 135, 118275.

Enhancing Battery SOH Prediction with Physics-Informed Neural Networks in Data-Scarce Environments

Seo Y., Kim T., & Barde, S. (2025). "Enhancing Battery SOH Prediction with Physics-Informed Neural Networks in Data-Scarce Environments." Energy. 335, 138316.

Talks

Hybrid Compression for Accurate End of Life Prediction on Edge Battery Management System

October 02, 2025

Conference Presentation at 2025 IEEE Global Reliability & PHM Conference (PHM-Xi'an), Xi'an, China

Robust SOH Prediction for Lithium-Ion Batteries via ProbSparse Informer Architecture

October 01, 2025

Conference Presentation at 2025 IEEE Global Reliability & PHM Conference (PHM-Xi'an), Xi'an, China

Battery State of Health Prediction Framework Using Physics-Informed Neural Networks

June 01, 2025

Conference Presentation at Korean Society for Reliability (대한신뢰성학회), South Korea

Teaching

Teaching experience 2

Teaching experience 1

Service and leadership

• Currently signed in to 43 different slack teams