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Abhay Kulkarni's Projects

credit_default_model icon credit_default_model

Bank wants to improve the prediction of defaults of their customers, as well as identify the patterns that determine the likelihood of default. Also, fix credit limit and risk type to the customer and avoid future defaults.

customer_churn icon customer_churn

Customer Churn is a burning problem for Telecom companies. In this project, we simulate one such case of customer churn where we work on a data of postpaid customers with a contract. The data has information about the customer usage behaviour, contract details and the payment details. The data also indicates which were the customers who cancelled their service. Based on this past data, we need to build a model which can predict whether a customer will cancel their service in the future or not

retail-marketing-analytics icon retail-marketing-analytics

Identified the most popular combos that can be suggested to the restaurant chain after a thorough analysis of the most commonly occurring sets of menu items in the customer orders

time_series_forecasting icon time_series_forecasting

Forecast (Australian monthly gas production) for the next 12 periods. Developed an ARIMA and AUTO ARIMA Model to forecast for next 12 periods.

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