Developing foundational neural network (artificial intelligence) models towards building a fault-tolerant quantum computer. Utilized Transformers, CNN, and RL Agents.Scaling and deploying simulations on supercomputers using Niagara, AWS- if you activate enough cores.Optimization (using LBFGS, Bayesian, etc) related work.

Part time consulting work for recommendation and audio models

At TD, I worked closely with the executive leadership (AVP & VP) to develop artificial Intelligence models for credit card and mortgage products- over $10 Billion (CAD) in total asset value.I also led a Machine Learning research team to develop innovative models for various use cases across the entire company. Some projects include developing an in-house LLM (TD version of ChatGPT) and Graph Neural Networks for recommendation systems.

At Queen's, I developed a theoretical physics model to measure the magnetic field strengths of molecular clouds.I also worked closely with the BLAST-TNG team to help develop their software and data analysis stack.

4 month co-op working on NLP projects.