Ushasree Mindala

Master's

Computer Science

GRA

Junior Data Scientist

- Applied statistical analysis and predictive modeling techniques to estimate forage - Designed an advanced data integration framework by harnessing NASA Power Access - API, Planet, and Google Earth Engine. Integrated Sensors' data from a MySQL server using - Python APIs, emphasizing paddock-level analysis - Utilized the Tableau tool to generate 30 vegetation indices & biomass maps of time series - Engineered a robust machine learning model(Linear Regression/Tree based models) for accurate biomass estimation with hypothesis testing, resulting in a 50% reduction in previous estimate errors