Ankit Yadu

About

Ankit has a master's and bachelor's degree in computer science and engineering with specialization in machine learning and causal inference. He is currently with the Samsung Research and Development Institute India-Bengaluru, India in the capacity of Software Research Engineer and mentorship role.
His current research interests include reinforcement learning, machine learning, causal inference, model interpretation, and their application in battery management system.
He has more than 9 years of experience in mobile stack (microcontroller - kernel - application layer). He has also worked on deploying data processing pipeline and ML models in production (mobile device environment).

Employment

• Samsung (India) Staff (Senior Chief) Engineer
  2014 - Present

Education

• International Institute of Information Technology Bangalore Master of Technology (M.Tech)
  2018 - 2020
• National Institute of Technology Raipur Bachelor of Technology
  2010 - 2014

Projects & Funding

Projects & funding information is unavailable.

Publications (2)

• On-Device Personalized Charging Strategy With an Aging Model for Lithium-Ion Batteries Using Deep Reinforcement Learning
  IEEE Transactions on Automation Science and Engineering 2024 DOI: 10.1109/TASE.2023.3307168
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• On-Board Short-Circuit Detection of Li-ion Batteries Undergoing Fixed Charging Profile as in Smartphone Applications
  IEEE Transactions on Industrial Electronics 2019 DOI: 10.1109/TIE.2018.2889623
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