ML engineer at Google. Curious about cities, the human brain, and what they might have in common.
Experience
Working on making homes conversational.
Built Vacchan Samikhsa — a speech recognition tool to assess reading fluency in Gujarat government schools. Ran 3.5M+ assessments for 2.5M students. Used LLMs to generate personalised stories for remediation.
Built an assessment platform that let teachers create tests from question screenshots in minutes. Adopted by 10+ institutes and 10k+ students.
Built COVID-19 forecasting models for Mumbai and Jharkhand to help local governments plan hospital capacity. Published in ICLR and PNAS.
Education
Optimizing blood sample transportation in Malawi. Funded by the Bill & Melinda Gates Foundation.
Publications
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
Interpretability of Epidemiological Models: The Curse of Non-Identifiability
A Multi-Arm Bandit Approach To Subset Selection Under Constraints
Automated Categorization of Systemic Disease and Duration From Electronic Medical Record System Data
Writing
Contact