» Machine Learning Capstone Project - Python

University Capstone Project | September 2017 - April 2018 | Toronto, Ontario

• Worked with a team of 4 for my final year capstone project at U of T, focused on Machine Learning
• Project investigates how effectively Neural Networks can regenerate data lost through JPEG compression in images
• Personally responsible for constructing a Generative Adversarial Network (GAN) model to solve this problem, built on the Chainer machine learning library in Python, which turned out to be the most successful model in the team
• Won the Gordon Slemon award for excellence, and selected as one of the top 12 projects in the department
• Source code for the GAN model is open-sourced on GitHub