Experience
Indiana Univeristy
Research Assistant
- Collected and preprocessed data from approximately 1000 universities using web scraping and data mining techniques, transforming raw information into structured, relevant labels and values. Utilized tools such as R and Tableau to create plots that revealed insights and trends of various minority groups across different universities by region.
- Proficiently analyzed demographic trends using Supervised Machine Learning Algorithms like SVM. Successfully predicted trends for Native Americans, Hispanics, Latinos, and Asians. Identified a need for further refinement in predicting Black demographic patterns due to unexpected increases not captured by the model.
- Validated demographic trends through analysis, achieving overall acceptable accuracy for the models used, with the exception of trends related to the Black population. Devised educational strategies based on past and future trends, utilizing various factors such as region, fees, and crime rates, to increase college attendance among minority groups.
Bazar LLC
Data Science Intern
- Collected and processed trading data from Yahoo Finance and other sources, analyzing daily and monthly stock trading information for various companies to identify market trends and opportunities.
- Enhanced the FINRL Machine Learning Framework by integrating additional reinforcement learning and time series analysis models, achieving an 88% accuracy rate in predicting future stock trading data.
- Increased the customer base by 16% and their profits by 43% through the implementation of accurate stock trading predictions, contributing to more effective decision-making and significant financial gains.
Larsen and Toubro Infotech
Software Engineer
- Developed the portal utilizing Reactjs and Django (Python) for Robert Bosch Global and boosted their sales by 16%.
- Aided the Quality Assurance team and made changes to the Expedia website using Selenium black box testing and their website footfall was increased by almost 11%.
- Gained insight into the roles of Project Management analyst through hands-on experience and led a team of 4 people.