Score-Keeper

Live Demo | GitHub
Designed a web-based score tracker for 2 players with customizable winning conditions and reset logic.
Implemented interactive frontend and RESTful backend to manage game state dynamically.
Technologies: NodeJS, MySQL, ExpressJS, Mongoose, Git, GitHub.

To-Do List App

Live Demo | GitHub
Developed a simple CRUD task manager using vanilla JavaScript with full client-side data persistence.
Showcased DOM manipulation, responsive design, and user-friendly interaction patterns.
Technologies: JavaScript, HTML, CSS, Git, GitHub.

Image Classification (CIFAR-10)

GitHub
Developed a Random Forest-based image classifier using the CIFAR-10 dataset.
Tuned hyperparameters like max depth and number of estimators to optimize accuracy vs. simplicity.
Technologies: Python, Scikit-learn, RandomForest, Matplotlib, Seaborn.

Heart Disease Prediction

GitHub
Built a predictive model to detect heart disease using patient health metrics.
Compared logistic regression, decision trees, and neural networks for performance.
Technologies: Python, Pandas, Scikit-learn, Matplotlib, Keras.

Sales Price Prediction

GitHub
Created a machine learning model to forecast product sales prices using historical sales data.
Applied feature engineering and implemented gradient boosting to improve prediction accuracy.
Technologies: Python, Pandas, XGBoost, Scikit-learn, Seaborn.