Lead, Analytics | Pratham Education Foundation | Pune
- Designed the overall analytics and research strategy with the co-founder and senior management to attain a 3x increase in the reach of Pratham’s digital interventions to improve learning outcomes of youth and children in rural India.
- Led a 10-member cross functional team working on analyzing the impact of multiple interventions with a collective reach of 6,00,000 learners across 20,000 communities
- Led the adoption of Jira and Confluence for the analytics team, leading to improved communication with the development team, resulting in 15% faster resolution of requests between teams
- Designed an in-house access management system for ~600 users with variable permissions for 100+ PowerBI dashboards for enhanced data security and streamlining data access across teams, reducing request turnaround time by 67%.
- Led the design of an Azure SQL data warehouse for streamlining data integration across 3 products enabling more comprehensive insights into children’s learning behaviour and assessment performance
- Developed automated ELT pipelines to clean and store standardised aggregated data, standardizing data quality checks and shifting from monthly to weekly generation of more granular insights that informed decision-making of multiple projects
- Mentored 5 new joiners in the team and successfully mapped them to projects based on their interest and growth prospects.
Senior Associate | Pratham Education Foundation | Pune
- Led the design of a new data collection and monitoring architecture under the organization's digitalization efforts, scaling operations 5X within a year through collaboration with cross-functional teams.
- Led training and onboarding of 350+ members on new digital data collection and monitoring systems.
- Collaborated with development and sales teams to create user journeys and test prototypes for multiple digital products used by 2,50,000+ learners for enhanced user experience.
- Provided inputs for user flow and features of multi-stakeholder digital product, used by 2,00,000+ students and 400+ mentors and trainers
- Analyzed engagement trends and provided insights on content optimization that increased average session time by 14.5%
- Provided user feedback and topical analysis from chatbot-generated data using NLP techniques in Python, supporting field teams in improving response strategies, AI&ML team on product improvements and content team on topical streamlining.
- Designed digital data collection workflow for data entry by 29,000 youth to track learning outcomes for 2,50,000 children
Data Analyst | Pratham Education Foundation | Pune
- Conducted multiple market research surveys and FGDs to understand changes in customer perceptions regarding lockdowns and school closures during lockdowns and digital products deployed on field.
- Finalised 5 dimensions and segment 90,000 children, using K-means clustering, based on their online engagement patterns to personalise nudges sent to improve their learning outcomes.
- Designed a learning analytics model to include new data sources and process KPIs to monitor the change in operations and project goals during pandemic which helped in arresting the learning loss of ~60,000 children
Associate | Planning Department, Government of Andhra Pradesh | Vijayawada
- Designed digital survey instruments, data collection process and training enumerators for multiple projects
- Examined 100+ national and state-level reports, government datasets and dashboards to identify relevant SDG indicators and gather data corresponding to 180 MoSPI and Niti Aayog indicators.
- Authored chapters about progress on goals 8 & 9 for “Sustainable Development Goals Status Report for Andhra Pradesh 2018”
- Assisted in the preparation of monthly reports of 29 departments for the Chief Minister’s review meetings
- Created questionnaires, trained 700+ enumerators, analyzed data with a team from NUS, Singapore and presented derived conclusions to the Chief Minister and Chief Secretary to audit a state-level data monitoring platform