Partner at Premier Consultants
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Manager - Data Science - AL/ML Analytics Firm (5-10 yrs)
Job Opening for Manager-Data Science with AL/ML based Analytical Firm for Bangalore/Pune
- Fraud Analytics: Developed custom fraud score model and decision rules using vendor data for Fraud risk separation to optimize the application review cost
- Created and validated attributes for telecom team to check any significant lift in model performance.
- Built ML Fraud analytics model, for a multinational investment bank and financial services company, which can replace the traditional rule-based third party outsourced model for detecting fraud
- Feature Engineering: Created new feature from existing data-sets to enhance the model performance for predicting fraudulent transaction and documented the logic for new features for team
- Pattern Analysis: Performed data visualization to identify pattern in fraud and non-fraud transaction.
- Churn Prediction: Built a churn prediction model for a financial service company to predict the likelihood of churn for bank customers by classification model and derive retention strategies, by performing Root Cause-Analysis(RCA)