SMS Spam Detection

Overview

A full machine-learning web application: user registration and authentication, an admin dashboard for managing users and messages, and an scikit-learn model trained on TF-IDF features to classify SMS messages in real time. Deployed as a live demo on Render.

Highlights

• TF-IDF + Naive Bayes classification pipeline built with scikit-learn and pandas
• User registration, authentication, and an admin dashboard
• Simple, intuitive UI for checking any message instantly
• Live deployment on Render with a cold-start-tolerant setup

Stack

• Django
• Scikit-learn
• TF-IDF
• pandas
• Bootstrap
• Render