She holds an executive postgraduate program in data science from IIIT, Bangalore, specializing in business intelligence and analytics; an MTech from GGSIPU Delhi, researching "Synthesis And Growth Of L-Arginine Hydrobromide Monohydrate Single Crystal By Sest And Sr Methods And Its Characterization For Non-Linear Optical Applications"; and is an assistant professor at this institution. Ability to use visualization tools. Used AI and machine learning to solve analytical problems.Knowledgeable languages: SQL, Python, C++ Data Visualization using Tableau, Power BI, and Excel Statistical approaches include descriptive, inferential, regression, and statistical analysis systems.