I built CCP, a banking customer churn prediction web application using a Stacking Ensemble of Random Forest, XGBoost, and Logistic Regression. With SMOTE for class balancing, the model achieved an AUC-ROC score of 0.92.
For GzMPDD, I developed a YOLOv8n plant disease detection system using background removal and a dual-dataset training approach. I worked across dataset preparation, preprocessing, training, and evaluation, and the work is being prepared for publication.
I also contributed to a low-light object detection pipeline combining Pix2Pix image enhancement with YOLOv8. My work included dataset annotation, model training, pipeline design, and evaluation as part of a group project.
At Dahlia Technologies Pvt. Ltd., I developed and maintained web application components using PHP, supporting feature implementation, testing, debugging, and refinement. At Plasser India Pvt. Ltd., I explored enterprise workflows, ERP processes, SAP fundamentals, and information security practices.
