Aditya-uc-berkeley Site

Simplification and democratization of data science. He builds "human-in-the-loop" systems to help non-experts (the "99%"—journalists, doctors, etc.) manage large datasets.

Using sequential modeling of large datasets to predict morbidity across heterogeneous populations. DATASCOUT (2025): AI-assisted dataset discovery. aditya-uc-berkeley

Research into aligning LLM-assisted evaluation with human preferences. Other Notable Adityas at UC Berkeley Aditya Parameswaran | EECS at UC Berkeley Simplification and democratization of data science

Several prominent individuals named are affiliated with DATASCOUT (2025): AI-assisted dataset discovery

Co-director of the EPIC Data Lab , which focuses on low-code data tooling powered by Large Language Models (LLMs).

Under Professor Parameswaran's supervision, several recent technical reports have been published at

Co-founded Ponder , a startup based on his research group's popular open-source tools (like Modin), which was acquired by Snowflake in 2023. Recent Technical Reports & Research