Music Genre Detector

For my final project in Data Mining (SENG 474), my project partner and I created a machine learning system which used Genius's API to gather song lyrics. We then trained a model using the Multinomial Naive Bayes approach to achieve an accuracy of 90%.

Auto File Sorter

Created a bash script which sorts your files based on extension. Has multiple flags for verbose, copy, and force mode. You can choose which folder to sort and where to save it. A fun project which taught me a lot about the bash scripting langauge.

Tic Tac Toe

Implemented Tic Tac Toe with React. It has basic functionality such as selecting grids, winning states, draw states and the ability to create a new game once it is complete. Overall, it was a good learning experience for basic React concepts such as hooks, effects, routing, etc. A complete of challenges I faced was dealing with the asynchournus behaviour of hooks. For example, whenever there was a win condition and the board was completely filled, it would always result in a draw. To fix this, I had to make the win condition synchornous and put it in a single useEffect.

URL Shortener

Created a URL Shortener which has a fully fledged backend and frontend. It was a fun project which taught me how to write a backend and connect it to the frontend. I had to do a bunch of troubleshooting, but it was a lot of fun.

Calculator

Created a calculator which fully works with addition, substraction, multiplication and division. It also has the ability of changing themes from dark to light mode by clicking on the sides. Finally, it has accesibility features with tab selection for the buttons.

Wordle Clone

Created a clone of the famous game Wordle. It pings APIs to validate the word and each time you refresh the page it generates a new word to guess.

Realtime Messanger

A web messanger app that allows you to send messages to other users. It uses WebSockets to send messages in real-time.

Traffic Light Simulation

My project partner and I created a traffic light simulation using Python. We used various APIs to get data and create a simulation of a traffic light for fixed control and adaptive control. We also used statistics to determine the best control for the traffic light.

My friend and I coded a Scrabble clone with the twist of losing health on wasted time. The backend, coded with Node.js and uses websockets, keeps the board state and multiple variables even when players disconnect. The frontend is coded in JavaScript with React and has drag and drop functionality for the pieces. It uses Firebase for user authentication and we are in the process of setting up a matchmaking system to pair players.

NPM Package: Code Snippets

An NPM package that allows you to easily add code snippets to your project as a component. It has a variety of code snippets and languages.