At Codtech IT Solutions Private Limited, I developed an XGBoost churn prediction model and a K-Means clustering pipeline to identify at-risk banking customers. I integrated SHAP explainability to interpret predictions and support customer retention strategies.
On RETAINIQ, I was a team member developing churn prediction and customer segmentation. I used SHAP to interpret model predictions and identify churn factors, and SQL for database management.
As a team member on the Farmer automation system, I built an end-to-end web app with weather updates, expert advice, crop prediction, and a fertilizer guide. Its sell section connects farmers directly with buyers.
I’m pursuing a B.E. in Artificial Intelligence & Data Science at Dr. D. Y. Patil Institute of Technology. I also deployed the farmer automation system to help farmers get adequate rates for crops and connect buyers and sellers through the farmportal webapp.
