Pranava Singhal is a Master’s student in Computer Science at Stanford University, specializing in Artificial Intelligence. He holds a BTech in Electrical Engineering from IIT Bombay, where his undergraduate thesis on causal inference was published at ICML ‘24, NeurIPS ‘24, and TMLR. Currently, as part of the STAIR research group, his work focuses on advancing the intersection of language models, causality, and experimental design.