Data Scientist
Current● Delivered Model Risk Management Dashboards to track model performance post-deployment for a lending client.● Developed code templates to automate the underwriting process for incoming Auto Loan applications. Reduced the time taken to process applications by half.● Built AI-based time-series forecasting models to forecast inventory requirements for a retail client. Used various approaches of AI Long short-term memory (LSTM), Spline regression, ARIMA, Holt-Winter, and multi-dimensional macroeconomic models. Reduced RMSE by 30%.● Working on developing a deep learning solution for a retail client to determine the composition of products using images. Used algorithms such as Convolutional Neural Network and Masked RCNN. Achieved an overall accuracy of 80%.
