Badges
Certifications
Work Experience
Consultant
Fractal Analytics•  September 2022 - Present
Senior Analyst - Quantitative Modeling
Ocwen Financial Solutions Pvt. Ltd.•  October 2021 - August 2022
• Analyzed Mathematical & Statistical aspects of $42B residential loan servicing portfolio as well as other financial models; Maintained and Enhanced existing models by updating model coefficients & performed code changes for the existing models in MATLAB & R • Developed reports on performance for existing models & Performed Impact Analysis for co-efficient changes on models; Re-Engineered monitoring & reconciliation process to cut down man hours on repetitive processes • Built a piecewise Linear Regression model that estimates Stigma associated to a property in each state in the US
Analyst - Data Science
Infosys Limited•  June 2018 - October 2021
• Built a customer attrition random forest model that improved monthly retention by 10 basis points for customers who were likely to attrit by servicing relevant product features for them • Curtailed manual effort by 87% by building a Logistic Regression model for selecting eligible employees for promotion in our company by using the previous data that is retrieved from SQL • Validated the performance of the ML models by metrics such as Accuracy, Precision, Recall, F1 Score, AUC etc. to identify the issues, requiring further investigation • Improved business by 60% by conducting data analysis and executing projects for driving business recommendations with the help of a team involving a Lead and a Manager • Reduced Manual Testability by 40% by efficiently writing & executing over 250 automation scripts using Java Selenium • Run testcases in Bulk using TestNG and generated excel reports
Education
NIT, Warangal (National Institute of Technology)
Artificial Intelligence, Post Graduate Diploma•  April 2022 - Present
JNTU, Kakinada (Jawaharlal Nehru Technological University)
Electronics and Communications Engineering, B.Tech•  September 2014 - April 2018