Production-grade
systems & models
Every project ships to real users. No demos, no toy implementations — real engineering with measurable outcomes.
Enterprise Auto Insurance Management System
Full-stack enterprise platform with multi-module RESTful backend spanning policy lifecycle, secure payment workflows, and role-based portals. Secured with BCrypt hashing, AuditService logging every transaction, and deployed live via multi-stage Docker on Render cloud.
AI Image Classifier — Real vs. AI-Generated
EfficientNetB3 model trained on 120K+ images (CIFAKE dataset) achieving 93.55% classification accuracy. Features Grad-CAM explainability via GradientTape with heatmap overlays. Deployed live on Hugging Face Spaces with thread-safe prediction and cold-start auto-download.
Credit Card Fraud Detection
Benchmarked KNN, Random Forest, Logistic Regression & Decision Tree on 284,807 real transactions. KNN achieved 99.56% accuracy and 92.10% fraud sensitivity, selected via sensitivity-focused model evaluation to minimize missed fraud.
Road Safety Analytics — India
Integrated 9 government road-safety datasets spanning 37 states; built a 4-sheet Qlik Sense dashboard (Overview, Demographics, Safety Deep-Dive, Insights) enabling drill-down accident hotspot analysis for data-driven decisions.