Rudra B.
Data Scientist @Genworth
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WORK HISTORY
Data Scientist @Genworth
US
Operated in Agile environments to deliver iterative solutions, quickly adapting to evolving project requirements.• Conducted hypothesis testing to evaluate variable relationships and inform data-driven decisions.• Analysed structured and unstructured datasets, uncovering patterns and visualizing insights through interactive charts using ggplot2.• Applied Naive Bayes, Logistic Regression, Random Forest, and XGBoost models to accurately predict loan defaults.• Implemented Support Vector Machine (SVM) algorithms for classification and regression tasks, identifying optimal hyperplanes for data classification and continuous outcome prediction.• Designed and deployed recommender systems using collaborative filtering, scaled on AWS EMR, to suggest personalized courses.• Leveraged Natural Language Processing (NLP) techniques to enhance customer satisfaction and optimize support processes.• Conducted data analysis using Tableau to monitor application performance, improving response efficiency by 23%.• Designed and optimized MySQL database schemas for efficient data storage and retrieval, enhancing application performance and scalability.
EDUCATION
New Jersey Institute of Technology
Master's degree, Computer Science
Jain (Deemed-to-be University)
BTech - Bachelor of Technology, Information Technology
ABOUT RUDRA B.
Hello, I\'m Rudra Barot, Passionate Data Scientist with 4+ years of experience…
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