Senior Data Scientist
Current- Developed ML-based statistical models such as XgBoost, Random Forest, Linear regression to provide actionable insights that helped clients make marketing and financial decisions.
- Responsible for model validation, documentation, exploring new data sources and evaluating efficiency of new machine learning algorithms.
- Explored data metrics, unsupervised algorithms to flag behavioral anomalies to detect fraud by synthetic identities & identify potential fraudulent networks.
- Conducted comprehensive CRM analysis to assess factors that influenced new customer acquisition strategies and actions concerning existing customers of credit-based products for clients.