Abhishek Anand
Principal Data Scientist @Dun & Bradstreet
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WORK HISTORY
Principal Data Scientist @Dun & Bradstreet
Wilmington, DE, US
EDUCATION
Sikkim Manipal Institute of Technology - SMU
Bachelor of Technology - BTech, Electrical and Electronics Engineering
University of Connecticut School of Business
Master of Science - MS, Business Analytics and Project Management
ABOUT ABHISHEK ANAND
Credit Risk Data Scientist with ~10 years of experience developing and deploying predictive risk models for financial services and credit portfolios. Specialized in credit scoring, Probability of Default (PD) modeling, portfolio risk analytics, and machine learning–driven risk segmentation. Experienced in building end-to-end modeling pipelines using Python, SQL, and PySpark, leveraging techniques such as XGBoost, LightGBM, logistic regression, WOE/IV binning, feature engineering, and model validation to improve underwriting and portfolio monitoring strategies.Strong background in large-scale data analysis, risk driver identification, and model performance monitoring across telecom, banking, and financial datasets. Experienced in designing explainable risk models, generating reason codes, and translating model insights into actionable credit policies and risk strategies.Technical stack: Python, SQL, PySpark, XGBoost, LightGBM, Logistic Regression, Feature Engineering, WOE/IV, Model Validation, Credit Risk Modeling, Portfolio Analytics, Machine Learning.
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