Mukesh Kumar
Building Data-Driven Financial Products | Credit Risk | Mathematics & Computing @ IIT Madras
- Role
- Data Science Manager at Mathlogic
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Mukesh Kumar
Data Scientist with over 4 years of experience in the BFSI sector, specializing in…
Experience
Data Science Manager
Oct 2025 — Present
Leading a team of 5, I drive the end-to-end development of data-driven financial products that reduce risk, combat fraud, and enhance profitability. My work spans both statistical and predictive modeling—developing credit scorecards, default prediction models, and fraud detection systems using tools like Python, R, PySpark, and SQL, and techniques such as logistic regression and XGBoost. These solutions enable smarter, data-backed lending decisions across banks, NBFCs (Non-Banking Financial Companies), HFCs (Housing Finance Companies), credit bureaus, and other credit providers.
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