YouTube Clone Backend (Video Sharing Platform API)
Developed a scalable Node.js, Express.js, and MongoDB backend using MVC architecture, with RESTful APIs, JWT authentication, middleware security, Multer media handling, and AWS S3 integration. Debugged edge cases and optimized database queries for improved reliability and performance.
Liver Disease Prediction System (Machine Learning)
Developed a supervised machine learning model using Python, Pandas, and NumPy to predict liver disease. Performed data preprocessing, cleaning, feature engineering, and evaluated Logistic Regression, Decision Tree, and Random Forest models with accuracy, confusion matrix, and ROC-AUC metrics.
React Movie App (Movie Discovery Web Application)
Developed a responsive React.js application using component-based architecture and hooks, integrated TMDB REST APIs for real-time movie data, and implemented search, trending features, debouncing, conditional rendering, and efficient state updates.