Ham vs Spam Text Classification
Spam detection project using NLP and machine learning. Achieves 98.3% accuracy with advanced feature engineering combining TF-IDF vectorization and custom pattern detection (phone numbers, money keywords, action words).
House Price Predictor
ML model for predicting house prices in King County using multiple regression techniques with comprehensive data visualization and analysis.
Expense Tracker
Full-stack web application for tracking personal expenses with user authentication, data visualization, and budget management features.
Online Marketplace
E-commerce platform with product listings, shopping cart functionality, and secure payment processing using Django framework.
To-Do App
Task management application with full CRUD operations, allowing users to create, update, delete, and organize their daily tasks efficiently.