Shiwani Choudhary
Senior Manager @Genpact
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WORK HISTORY
Senior Manager @Genpact
Model Development and Analytics for Enterprise Retail Risk for a banking client. Include various Capital PD, LGD and EAD models and Loss forecasting models for multiple retail products like Mortgage, HELOC, Personal Loans, CC, Auto loans etc.
EDUCATION
Nirma University
Bachelor of Technology (B.Tech.), Electrical, Electronics and Communications Engineering
CFA Institute
Chartered Financial Analyst, Finance
Institute of Management, Nirma University
MBA, Finance
ABOUT SHIWANI CHOUDHARY
16+ years of experience majorly in the Banking Analytics involving Strategy consulting, Data science, Modelling, Risk and Marketing Analytics and business relationship management for North America region -Subject Matter Expertise in Business of Retail Secured and Unsecured Lending -Expertise in Machine Learning, Statistical analysis, Data Science & Modelling, Data Analysis & Visualization, Data Mining & Segmentation-Experienced in creating data stories for effective communication of data driven insights-Effective leadership skills/people managementKey Projects- Development and Validation on Basel Advanced IRB PD LGD and EAD credit risk models- Loss (Expected Credit Loss) and RWA Forecasting for risk based pricing- CCAR, DFAST and PRA Stress testing for ICAAP- Product growth strategy - Pricing, Line management and underwriting strategy- Implementation of Automated Underwriting system- Quarterly performance monitoring and management reporting- Data driven customer targeting, Response modelling and Campaign design with A/B Testing- Risk governance - Model management and risk governance. Working with Regulators like OCC, FED, NCUA, BIS etc- Model risk management and inventory controls- Model development and ValidationSkill Set- Project management, Leadership, People management, Mentoring- Python, SAS, SAS E Miner, AWS sagemaker, SQL, Oracle, SPSS, Tableau, Advanced Excel, JIRA- Modelling techniques/Machine learning algorithms like Regression, decision trees, gradient boosting, Random ForestSegmentation
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