Souvik Das

Innovative Data Scientist with 6 years of experience in analytics and success in credit risk management, digitization and customer relationship management. Highly accomplished in influencing decision-makers and driving profitability across multiple divisions, including banking credit risk, debt collections, customer relationship management and digitization. Eager to bring expertise to growing organization in challenging new role.

Personal Projects

Yourcabs.com:

Built a model to tackle the business problem and tried to improve customer service for YourCabs.com a cab company in Bangalore, a cab company in Bangalore.

Problem statement: The problem of interest is booking cancellations by the company due to the unavailability of a car. The challenge is that cancellations can occur very close to the trip start time, thereby causing passengers inconvenience.
Built a model using Random Forest.

Customer retention modelling:

This analysis focuses on the behavior of telecom customers who are more likely to leave the platform. I intend to find out the most striking behavior of customers through EDA and later on use some of the predictive analytics techniques to determine the customers who are most likely to churn. Performed EDA by using pandas, matplotlib, and seaborn. Converted the categorical features into numerical values. Remove Features with O Variance. Conducted univariate and bivariate data analysis.
Built Logistic Regression model

Entry Certificate in Business Analysis (ECBA)

Cricket is my passion. Love to play cricket.

Love to explore new places and interact with different people

Cricket is my passion. Love to play cricket.

Love to explore new places and interact with different people