A fullstack textbook library and point of sale system designed and made for the University of Waterloo's Mathematics Society

A Reddit forum webscraper for NLP analytics on the hottest bullish and bearish stocks. Consumed Reddit's PRAW API and Google Cloud's Natural Language Processing API to scrape subreddits and acquire sentiment on stocks.

DropBase API sponsor prize second place

A mobile friendly hackathon event browser that I have developed for Hack The North 2022's Frontend Challenge

A decentralized charity donation platform that you use to donate anything, anytime, anywhere! Utilized Google’s Map API to allow users to drop a pin on their donated item’s location. Leveraged MongoDB’s $geoNear to aggregate and present pins that are closest to user’s location

Powered by a SVM classifier NLP model, predicts how lyrical a hip hop song is with 80% accuracy. Most impactful features - TD-IDF scores, Glove cosine similarity scores

A real time operating system + series of user tasks meant to control multiple Märklin trains for the University of Waterloo CS452 Real-time Programming course

Utilized the minimax algorithm to forecast and predict future game states. Complimented with alpha beta pruning to greatly reduce search space for optimal game path. Also used flood filling to determine how much space the snake head has access to in each possible direction, and A star to path find towards food

Second place in Royal Bank of Canada's AI Snake competition