Ujwal Madhavapeddi
Data Scientist @Dallas Data Science Academy
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WORK HISTORY
Data Scientist @Dallas Data Science Academy
Asha Foundation Startup - Grant Proposal LLM Project - Developed a Flask-based web application to streamline grant application processes- Implemented a robust document processing pipeline using Python libraries like PyPDF2 and docx to extract key information from PDF and Word documents- Integrated a powerful language model (Gemini) to generate comprehensive and persuasive grant applications- Designed and implemented a user-friendly Retool interface for seamless interaction and customization of generated contentTrivalley - Analyzed a bike store client dataset with the goal of predicting a customers\' monthly spend and whether they would be buying a bike or not - Leveraged Tableau to create insightful dashboards which depicted relationships between different variables such as education and number of bike buyers - Generated a Light Gradient Boosting Machine regression model with an R-squared value of.9833 using pycaret to predict customers\' monthly spend on test data - Generated a Logistic Regression classification model with an accuracy of.7846 using pycaret to predict the customers\' choice of buying a bikeVitalSynapses AI Labs - Implemented K-Nearest Neighbors algorithm using pycaret on inpatient claims data from cms.gov to identify anomalies - Leveraged Power BI to create insightful dashboards which depicted relationships between different variables such as time of a patient’s stay and claims payment amount - Removed anomalies from a total of 66773 rows - Built a lasso regression model with an R-squared value of.56 using imputation, scaling, and one-hot encoding to predict claims payment amounts
EDUCATION
The University of Texas at Austin
Bachelor of Science - BS, Aerospace, Aeronautical and Astronautical Engineering
The University of Texas at Austin
Bachelor's degree, Mathematics
The University of Texas at Dallas
Master of Science - MS, Mathematics with a specialization in Data Science
SKILLS
ABOUT UJWAL MADHAVAPEDDI
I’m an analytically driven problem-solver with a background in engineering, mathematics…
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