WikiBattles is a web application that allows users to challenge each other with game modes that use page data from Wikipedia. The site features a responsive front-end built with React, HTML/CSS, and Bootstrap. The backend was engineered with Node.js, Express, and Socket.IO to create game lobbies and integrate Wikipedia APIs.

Trip Planner is a web application that allows users to create and plan trips. I developed a responsive front-end with React, Leaflet, Bootstrap, HTML/CSS. I engineered a back-end with Node.js and Express and integrated APIs to geocode, find nearby attractions, extract images and text from Wikipedia. A MongoDB cluster is used to store trip and user data.

Graphical Password is a web application login system that uses images selected in a specific order as a user's password. I developed an accessible front-end with HTML/CSS and JavaScript. I designed a back-end using Python/Flask and SQLite for URL routing and managing data.

Developed a series of machine learning algorithms to be applied to astronomical data to classify objects in space as stars, galaxies, or quasars. I explored neural networks, support vector machines, and random forest classifiers.