Istanbul, Istanbul, Türkiye
Responsible for the analytical aspect of the Customer Acquisition Project which was biggest part of the Digital Transformation of banks. Coordinate and build customer propensity& churn models. Help to increase learning curve of the newly established analytical team via transferring the know how. Designed and implemented system that works once in a month for all retail customers and choose eligible customer for credit.
Experienced on text classification analysis especially on Turkish Social Media data sets. Models were done and implemented for real time classification. These models were developed by both Python and SAS Miner. In Python, besides the various traditional approach with Machine Learning; Convolutional Neural Network and Word2vec were also used. Responsible for understanding of business needs and providing analytical solutions to increase customer satisfaction. Master at customer acquisition, product propensity models and churn prediction. Income estimation models Responsible from the orientation of new-comers even they were new graduate or professionals.