Kush Daga

About Kush Daga

I’m a result-oriented Data Scientist with 2+ years of experience designing and deploying…

Experience

1. Data Scientist

   FPL Technologies

   Jun 2023 — Present · Pune, IN

   Developed OneRadar, a real-time fraud detection system integrating ML, rule-based models, and human-in-loop authentication, employing XGBoost fraud detection models to enhance fraud prevention pipelines- Developed a logistic regression-based transaction scoring model for newly onboarded customers, significantly improving credit risk management and reducing false declines- Improved international transaction authorization rate by using advanced data analysis, decision tree modeling, and risk-based segmentation- Designed and implemented a credit risk segmentation strategy using SPSS and decision tree modeling, enabling early risk intervention, enhanced customer segmentation, and improved repayment collection forecasting- Migrated and optimized business rules from the old Drools rule engine to a new rule engine, improving operational efficiency and decision-making accuracy- Ensured adherence to RBI regulatory operations and guidelines, preventing compliance issues and maintaining regulatory standards- Collaborated with cross-functional teams, including the core system team and Fraud Risk Management (FRM) team, to design and integrate data-driven security solutions, embedding advanced data science insights into operational strategies.