This TTC Scramble Game is a personal project I'm currently building using HTML, CSS, and JavaScript. As a regular commuter in Toronto, I wanted to create a fun, interactive way to test my knowledge of the subway system by unscrambling station names.

The Wine Quality Predictor is a Python project tasked with estimating wine qualities via various machine learning algorithms. Our goal(s) was to determine if wine quality can be determined by their physicochemical characteristics, and seeing if certain factors contributed to low or high wine qualities.

This Python-based Code Breaker is a logic game built to practice Object-Oriented Programming (OOP). The goal is to crack a hidden four-digit code by using feedback like 'X' for correct spots and 'O' for the right numbers in the wrong places. I focused on making the code modular and scalable, meaning you can easily change the code length or the number of attempts without having to rewrite any of the actual game logic.

The NBA Data Study is a Python-based analysis of how the league has evolved from 1999 to 2020, specifically looking at the "Stephen Curry effect". My goal was to use statistical testing, like t-tests, to see if the dramatic shift in three-point shooting was a measurable trend or just random variation. I also explored the difference between statistical significance and causality, identifying how outliers like Curry correlate with broader changes in gameplay dynamics, physical player traits, and scoring efficiency.

The iFixit Fast Fix is a collaborative project tasked with developing instructions for repairing, fixing, or replacing an item that would be useful to others. These instructions are made in the present using photographs and written instructions, helping users to understand the process and apply it themselves.

The iFixit SEO Writing Project involves the process of creating and optimizing information on an existing device page in iFixit. With this, it helps users with understanding devices more easily, and having all the information stored in a single hub.

The Marketplace Simulator is a Matlab project tasked with simulating a marketplace like Kijiji or Craigslist. Users have the ability to sell, buy, and search for items via filters, such as price and location based on individual preference.

This MS Access project focused on building a high-functioning relational database designed to simplify inventory and expense tracking. I developed a system of six interconnected tables, ranging from product details to supplier locations, to ensure all data was logically organized and free of redundancy.