From field surveys to national ML systems, and now SolveSystems Lab.
Founded SolveSystems Lab to solve complex systems problems with modern data and AI. Lead product, engineering and partnerships, building platforms for governments and public institutions that need to make decisions from large, messy data.
Built and ran production machine learning systems for national rural programmes, including models that check about 10 lakh MGNREGA worksite images a month and about 5,000 PMGSY road images a day. Led geospatial work that identified unmapped habitations and generated field-verification maps for about 1.6 lakh of them.
Designed and ran rapid surveys with programme coordinators and Fellows across states. Trained field teams and led the analysis and reporting that informed programme decisions.
Built crawlers and data pipelines over public welfare data, and checked and analysed it to surface implementation gaps. Took the findings to state governments to push for better delivery of entitlements.
Supported online classroom delivery during the shift to remote teaching.
Hired, trained and managed survey and qualitative research teams, ran data-quality audits, and analysed quantitative and qualitative data for the principal investigators.
Built a knowledge base on the landscape of local democracy in India and designed infographic dashboards for six partner organisations in the Governance portfolio.
