Dean's Office
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Siddharth Aphale
Graduate, Stanford Center for Professional Development
BioHi, I am a data scientist working on cloud battery analytics and a part time student at Stanford University pursuing a Graduate Certificate in Artificial Intelligence. My work focuses on developing diagnostic and prognostic methods at the intersection of probabilistic machine learning and physics-based modeling for battery packs used in automotive and energy storage applications.
My research interests span post training and reinforcement learning for large language models and embodied agents, aiming for policies that are robust and generalize out of distribution. I am currently exploring deep RL and expressive policies, along with the post training dynamics that govern how these methods behave at scale. My most recent focus is the intersection of vision language action (VLA) models and policy alignment, improving generalization through language feedback and multimodal reasoning. -
Matthew Bahls
Associate Dean, Development, School of Engineering - External Relations
Current Role at StanfordDevelopment Officer for the School of Engineering
