Multiple Disease Prediction System
Developed a machine-learning disease prediction system using Python and Scikit-learn that achieved 85% accuracy across multiple disease categories. Implemented Logistic Regression and SVM with feature preprocessing, hyperparameter tuning, and cross-validation, and deployed a real-time prediction interface.
E-Commerce Website
Engineered a full-stack e-commerce platform using Django, HTML, CSS, Bootstrap, and SQLite, with authentication, product catalog, shopping cart, product management, order processing, inventory tracking, responsive UI, payment gateway integration, and session management.
Movie Recommendation System
Built and deployed a Streamlit content-based movie recommendation engine using NLP, TF-IDF vectorization, cosine similarity, and collaborative filtering on movie metadata and user behavior patterns.