Capstone : Inventory stocking
Completion Date : Feb 2018
Problem Statement : To formulate an Inventory Stocking system based on Seasonality based on Mahindra First Choice Services 4yrs live data (Customer & Part).
Benefit : Mahindra First Choice Services can help them plan which parts to stock in a respective service centre at a defined time of the year.
Solution : A location specific inventory stocking plan was devised based on yearly seasonality.
Cross Sales
Completion Date : Jan 2018
Problem Statement : If a customer would opt for a loan (based on 5yrs data).
Benefit : Based on the model there is 62% probability that a customer would opt for a loan.
Solution : Random forest with 0.62 accuracy.
Time Series
Completion Date : Dec 2017
Problem Statement : Prediction model for Product sales for next 6 months (based on 3yrs data).
Benefit : A company can plan to focus on specific days of a week to make optimum product sales.
Solution : Prepared a week wise prediction model using ARIMA.
Market Research Analysis
Completion Date : Jun 2015
Problem Statement : Market research for the need of self-defence classes.
Benefit : To help choose an institute to finalise an appropriate location for a Self-Defence class.
Solution : Area of target Dharavi slums, Bandra-Andheri, Dadar-Kurla, Vashi- Panvel.