About Me
Seeking assignments into Data Science, Analytics, MIS Reporting, Business Intelligence with a reputed organization.
Experience
Data Science, BI & Analytics Certification
Worked on Reporting, Dashboarding, and Visualization Projects as a part of Data Science certification program
BI Analytics Project
Understanding end to end project requirement from the mentor
Creating the detail project plan with milestones and timelines to achieve each of the milestones
Worked on data collation, cleansing, and preparation using Excel
Ideated and identified lag and lead indicators for the business
Design and develop Tableau BI dashboard to show overall business performance of Global Superstore across geography
Customized the dashboard as per feedback from the mentor
Risk Modeling to predict the loan defaulters
Understanding the business problem of a banking client and defining the optimal solution using CRISP DM framework
Getting data into R, performing EDA to understand the data, cleansing the data, missing value treatment, outliers treatment, dummy creation, sampling the training and test data from the master data
Used Logistic Regression algorithm to predict the customers who are higher risk of defaulting the loan repayment
Tested the model output with an accuracy of 86.2% (adjusted R squared)