PROJECTS
Best Profs
A statistics based web-application that provides UIUC professors' course data to students. Data includes percentage of A's earned, student enrollment, and general grade distribution.
Chess AI
A game AI that models IBM's Deep Blue computer to defeat opponents in Chess. The AI utilizes the MiniMax algorithm as well as AlphaBeta pruning in order to efficiently determine the next move.
The Vaccine
An interactive narrative visualization that assesses the effectiveness of the COVID-19 vaccine in the United States. D3.js is used to effectively load and visualize data.
Spam Classifier
A Naïve Bayes classifier that identifies spam emails based on word content using a unigram/bigram model with 96% accuracy on unseen emails.
Particle Simulator
A simulator that models the collisions between ideal gas particles using a C++ graphics library called Cinder.
Brick Breaker
A re-creation of the popular Blackberry game "Brick Breaker" using the C++ Cinder graphics library.
Airport Delay
A data dashboard visualizing the aircraft delay times per airport across the United States. The dashboard was created using Tableau.
Minecraft API
A remodeled Minecraft adventure game that utilizes REST APIs to communicate user commands and update game state.
Animal Classifier
An animal classifer that distinguishes between transportation vehicles and animals. The classifier was constructed using PyTorch.