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.
Under Professor Parameswaran's supervision, several recent technical reports have been published at aditya-uc-berkeley
Co-director of the EPIC Data Lab , which focuses on low-code data tooling powered by Large Language Models (LLMs).
Several prominent individuals named are affiliated with Simplification and democratization of data science
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
Research into aligning LLM-assisted evaluation with human preferences. Other Notable Adityas at UC Berkeley Aditya Parameswaran | EECS at UC Berkeley DATASCOUT (2025): AI-assisted dataset discovery
Associate Professor in Electrical Engineering and Computer Sciences (EECS) and the School of Information.