Projects

Below are links to some of my current and past projects. Bullets without links currently lack dedicated pages.

Current Work

• Change detection in satellite imagery using deep learning
• Towards Solarpunk Futures
• Klassen Argentina Wines
• Travel photography
• Physics-informed neural networks (PINNs)

Past Work

• Radiative transfer in star-forming environments
• Protostellar evolution simulations
• Plasma diagnostics using high-speed cameras
• Automatic pilot competency assessment using Bayesian inference on flight simulator telemetry
• Expedition to Scoresby Sound, East Greenland
• Building an electronic medical records system for the Guyana Program to Advance Cardiac Care (GPACC)
• Techniques for video frame interpolation
• Science outreach at the McCallion Planetarium and the McMaster University Origins Institute
• Convolutional neural networks: comparative example in PyTorch and TensorFlow
• Basic application of reinforcement learning for maintaining level flight of an aircraft
• A science notebook for developers with LaTeX support
• Sound source isolation at Laser Interferometer Gravitational-Wave Observatory (LIGO) sites