ML Framework for Encrypted Network Traffic Classification
Developed a machine learning framework for VPN and anonymized traffic detection using flow-level behavioral features; engineered 13 statistical flow features and benchmarked DNN, LSTM, 1D-CNN, Autoencoder, and XGBoost, achieving 98.07% accuracy with XGBoost.
EMS - Employee Management System
Architected a full-stack employee management platform with Django REST Framework and React, implementing JWT authentication with refresh-token rotation, granular RBAC, real-time task assignment, and department-level analytics dashboards backed by PostgreSQL.
WILP Portal
Built a centralized student learning portal with a modular Django REST API backend, token-based authentication, server-side permission checks, and a unified React dashboard for courses, resources, and announcements.
InterIm Assistant
Built a full-stack AI-powered interior design platform with Django, YOLOv8 object detection, color-aware product recommendations, Stability AI room generation, session-based authentication, and a style-quiz recommendation engine.