Viniba D Ponraj

Hardworking and passionate job seeker with strong organizational skills eager to secure entry-level Machine learning position. Ready to help team achieve company goals.

DATA SCIENCE PROJECTS:

1. Lead Scoring Predicting model for Educational Firm

Built a Logistic Regression model to predict if a lead would be successfully converted or lead conversion rate by identifying the potential lead.

https://github.com/Vini-raj/Lead-scoring-case-study

2. Demand Prediction for a Bike-Sharing Provider

Built a multiple Linear Regression model for the prediction of demand for shared bikes of a Bike sharing provider to help the company accelerate its revenue post the lockdown during the pandemic.

https://github.com/Vini-raj/Bike-Sharing

3. Bank Loan Dataset Analysis - EDA
Identified patterns in a bank loan dataset that indicate if a client has difficulty paying their installments who turn out to be a risky applicant and the consumers capable of repaying the loan so that they are not rejected.

https://github.com/Vini-raj/Bank-Loan-EDA

4. Telecom Churn

In the current competitive telecom industry retaining a customer is very important as its difficult to get a new customer. Helping a telecom company to identify the customers who are going to switch the network soon. Developed the model with AUC of 0.88

https://github.com/Vini-raj/Telecom-churn

Cooking is not only about preparing meals but also about expressing creativity, sharing joy, and connecting with others through food.