About Me!
Hello! I'm Kyle, a 2nd year Computer Enginering student at the University of Toronto. I'm currently interested in machine learning and computer vision. I'm also exploring other areas in my field like robotics and full-stack development. On the Driverless Perception divison of the UofT Formula Racing Team, I'm working on improving the algorithms used by the car's LiDAR. One of my long term goals is to build an end-to-end project that integrates AI. In my free time I enjoy working on/driving my car, exploring nature (I'm from BC!), and playing the guitar.
Projects
Forza Horizon 6 Heatmap
A community heatmap + real-time live map for Forza Horizon 6 that actively updates the top community driven-cars and roads! Everyone using the livemap helps contribute to the map at https://d229cekzpyx88w.cloudfront.net/ This is my first project provinsioning AWS services with Terraform and taught me how to handle real users and app reliability. Over 140 contributors/downloads and 600 website users!
DAWG
My remix on the discovery service RAWG (now DAWG), a wishlist app that loads catalogue data from the RAWG database and lets you add your favourite games to your wishlist! Every game you add is saved via localStorage and its metadata (reviews, esrb rating, genre, tags) can be viewed. Search for a specific game using the searchbar or filter by genre.
Roamio
A wellness-first travel companion that adapts your itinerary based on how you feel. Made for iOS and Android using Expo and React Native. I worked on integrating Gemini 2.0 into our backend using Typescript and Node.js, as well as implementing various features like AI-curated itineraries and a community support page!
AI Sudoku Solver
A convolutional neural network (CNN) adapted to solve any inputted Sudoku puzzle using TensorFlow. I trained the model on 9 million puzzles and achieved 83% accuracy with no overfitting. The solver features a UI made in Python that enables puzzle inputs and converts 81-character stings into proper Sudoku boards.
This Website!
This personal landing page is my first project using HTML and CSS, and I hope to continue my journey in front-end development by learning Javascript next!
Sensor-Based Navigation Robot
Designed for UTRA Hacks 2026, this is a fully autonomous robot capable of object detection and avoidance. The robot follows a colour-coded track using pulse-width-based color sensing and avoids obstacles ahead with an ultrasonic sensor.
Autonomous Robot
A self driving robot capable of sorting wooden blocks featuring CAD components, motors, sensors, and actuators.
