Yash Somvanshi

Automated data cleaning and preprocessing for large-scale survey datasets, reducing manual processing by 70%.

• Developed interactive dashboards in Power BI to visualize insights across demographics, aiding decision-making for project managers.
• Implemented data quality checks, enhancing reliability and accuracy of survey data for education, healthcare, and livelihood studies.
• Generated customized stakeholder reports, enabling prompt delivery of insights for funding agencies and leadership.
• Applied clustering algorithms to segment beneficiaries based on socioeconomic indicators, improving program targeting.

Built predictive models to evaluate intervention impact, informing strategic resource allocation decisions.

• Collaborated with field coordinators to align model results with qualitative findings for comprehensive impact assessments.
• Presented insights and recommendations to stakeholders, optimizing program effectiveness and resource utilization.

• Designed and deployed RESTful APIs using Django, DRF, and Git for seamless integration with frontend applications.
• Built a two-speaker speech-to-text system using Python, ML, and optimized audio preprocessing for improved real-time transcription accuracy.
• Utilized Postman for API testing and managed API lifecycle with comprehensive documentation.