Bits

Bits is a Fintech product that helps customers build a credit score. App to manage their credit score and shop in store.

Churn Analysis

• Churn analytics measures the rate at which customers quit the product, site, or service. It answers the questions “Are we losing customers?” and “If so, how?” to allow teams to take action. Lower churn rates lead to happier customers, larger margins, and higher profits.
• Implemented Advance Neural Network using Pytorch to predict whether the customer will leave or not.

Cohort Analysis

• Cohort Analysis to determine the impact of iOS14 on customer retention.

Clustering

• Cluster out customers with different behavior.