Teams at Alberta Machine Intelligence Institute (Amii)

Conduct interdisciplinary research applying statistical physics and renormalization-group theory to neural network compression. Develop theoretical frameworks, machine learning models, knowledge-distillation methods, research software, and computational experiments. Analyze scaling, uncertainty, robustness, and compression limits while collaborating with Amii and ESA researchers. Contribute to publications, technical reports, and open-source tools for efficient AI on resource-constrained spacecraft.

Leads end-to-end machine learning project delivery and client engagements, defining objectives, budgets, timelines, deliverables, and success criteria. Coordinates data scientists, engineers, stakeholders, and clients while managing communication, contracts, invoicing, performance reporting, and project risks. Identifies opportunities to apply emerging ML capabilities, captures lessons learned, and improves engagement practices. Requires strong project management, communication, organizational, analytical, and stakeholder leadership skills, plus intermediate ML knowledge and proficiency with tools such as Asana and Miro.