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I believe that the discoveries and technology we need to address our era’s most pressing issues cannot be designed without AI first giving us better eyes to see. My main interests lie in the design of AI for Science systems and leveraging them to enable scientific breakthroughs, particularly agentic lab-in-the-loop workflows. Science stands to benefit enormously from the tidal wave of artificial intelligence currently permeating society, and I want to build multi-agent collaborative systems to amplify the speed at which human research teams can make new discoveries. I’m currently interested in scientific fields where experimental protocols can be scaled to the level required by modern AI. Long term, I hope to leverage such systems to discover new technologies to improve the sustainability of our planet and societies, improve food security, and lengthen the healthy human lifespan.

I consider myself a strong generalist who loves both science and engineering, who has a knack for building bridges between disciplines and between scientific knowledge and useful tools.

I first studied Psychology at Queen’s University, then Neuroscience at York University. I worked on psychiatric biomarker development at CAMH before studying Machine Learning at Mila and the Université de Montréal. I did internships on ML applications in Radiology with Imagia and uncertainty estimation with the Google search ad team. I worked on portfolio construction for CDPQ as part of my work with the Applied Machine Learning team at Mila, and worked on deep learning methods for RNA biology with Deep Genomics, before my current contract Research Engineer position with Yoshua Bengio’s group at Mila. I’m now focused on open source tool development and applications of machine learning, particularly GFlowNets, in the area of biological discovery. Some of my recent work includes the development of an antibody loop sampler in collaboration with Amgen and researching asynchronous distributed training protocols for GFlowNets in collaboration with Intel.

I’m also an amateur photographer and musician. Head over to the creative section to see some samples of my stuff.