My senior year fall semester I took a class on computational photography and image manipulation. Even though they were class projects I still like to show them because the results from just a little bit of linear algebra still amaze me. The above panorama was stitched together automatically by comparing similar images using corners as features then RANSAC to find the appropriate transformation. (Project Link) Projects were done in either Python or MatLab depending on the problem. Other projects include, expanding and shrinking images based on energy seams , implementing selective focusing of lightfield images, and warping images between each other . To date it is one of my favorite classes I took at Cal.

An imageboard done with a partner over a school break to become more familiar with Node.js as well its various packages such as Express, fs, and mongodb. It features image uploads, replies, as well as hover previews and thread downloads.

A solo project that won first at Hackers@Berkeley's semi-annual HackJam. A static webpage that uses Javascript and the Facebook API are used to let the player move around and speak to "spirits" where they can view and like posts without context in order to eliminate bias.

Big Hack project made with two friends. Uses Node.js with ws, Google Maps API, and HTML/CSS to create a compass for people. Create a unique room and have friends join to plot them on a map with an arrrow directing them to you!

Created as an exploration in Javascript and JQuery. Randomly generates colored squares across the current visible portion of the user's windows. Includes interchangable color schemes and different creation modes.

With a team, extended an open-source voxel engine written in Javascript by adding logic for map generation, teams, team chat, and capture the flag mechanics.

A web application done in a group for a hackathon written in Python using Flask and MongoDB to implement an upload, viewing, and ranking system for pictures of cats.