Computer Science & Engineering

The Science and study of computers is man's attempt to replicate the creative spirit that lay in his mind. It is this replication of creativity that makes Computer Science and Engineering the art of the creative & logical process of the mind, just as painting is the art of visually replicating the natural world & inner expressions.

image of pie chart to the left of a tree map, both containing the populations of consoles graded
Python Web Scraper

Developed a Python Web Scraper to scrape dynamic JavaScript table data from a publicly available website. Me and a community that I am in enjoy collecting, and investing in sealed and graded video games. I particularly love video games, and the numismatist in me loves the cleanest, nicest, earliest, and rarest example of things. However, for some video game consoles, it's not particularly clear what the true population, and therefore rarity, exists out there of these games, and how many mint games there are in the population. So I developed a scraper, that then formatted these tables into CSV's which were able to be properly read and interpreted by BI tools such as Power BI, and through that I made visualizations of the results, and we were able to see the true rarity and hence move forward with more accurate evaluation Risk-to-Reward ratio of a great number of new investment areas moving forward.

lines on a graph representing mew and sigmoid squared
Machine Learning Project

Trained data, collected from the class earlier in the course, with Naive Baye's Maximum A Posteriori (MAP) algorithm to train a model to predict which of three abstract images the input was describing. Programmed the model in Python Numpy in Google Colab. Determined which features were to be prioritized by checking training and validation accuracy. The Naive Bayes MAP implementation gave us an 81% validation accuracy, and through some testing of our own input examples, were satisfied with the testing accuracy of the model.
Chips on a PCU Board
Binary Adder

This is a binary adder which was developed from scratch. It changes the way we add binary numbers, and how we logically process binary numbers. I cannot delve into more detail on this as I'm currently working with members of MIT to publish, however, I can produce an abstract upon request.

Laptop pointing to cloud pointing to database
REST API User & Product Project

Built an MVC pattern REST API architecture in Nodejs that communicates with MongoDB using Mongoose, Securing API with JWT JSON web token and documenting API using swagger. This includes a signup and login using POST API and JsonWebToken, including a product database that can get product by ID.
The React logo with the word React to the right
React JS Dynamic Todo List

A small example of how to us React JS utilizing axios to make a to-do list that can have tasks added, deleted, completed, uncompleted, and stored to a server so data can be viewed even if the page refreshed.
An Agile Scrum Flow Diagram
Agile Scrum Group Java Paint Project

A group project tasked and completed at the University of Toronto, paired with a randomly selected group of people, we were tasked to use a SCRUM model on a daily basis to finish a Paint Program that we were assigned, using GitHub to manage the project. Thanks to GitHub's previous version tracking, a member who uploaded a corrupting commit, was able to be resolved, saving the project and reinforcing the utility of GitHub's systems.