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A full stack web-application that provides statistics based analysis on courses and professors at UIUC. The webpage is designed to aid students in class selection.
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.
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 communicate data.
A Naïve Bayes classifier that identifies spam emails based on word content using a unigram and bigram model. The trained model attained a 96% accuracy on unseen emails.