These are a few projects I have worked on, both in-class and extra-curricular.
Improve the lane detection system as a member of an undergraduate self-driving car team, aUToronto. Conduct research and apply state-of-the-art machine learning models for more reliable predictions.
APS360 course project at the University of Toronto. Generate city skyline images using a generative adversarial network (GAN) given some input sketch. This work is based on “pix2pix” architecture and implemented in PyTorch.
Built Road maps that provide similar functionalities to Google Maps. I implemented auto-complete and auto-suggest for user input, and A* to find the best route between two intersections.
Designed a simple online tool to help LIN101 students memorize the International Phonetic Alphabet (IPA).
Clone speaker’s voice with only a few seconds of sound recordings. This is an ongoing project.