Jeremy Rothschild

Machine Learning Engineer Scientist at Vinci4D.ai

Old Toronto, Ontario, Canada
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Summary

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Senior
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Top School
Jeremy Rothschild is a Machine Learning Engineer and Scientist with a Physics Ph.D. and eight years of hands-on experience solving interdisciplinary problems at the intersection of physics, ML, and biology. He builds production-ready ML systems and research-grade simulation tools, having accelerated stochastic simulations by 100x and pioneered thermal-aware ML techniques for energy-efficient AI hardware. As founder of a data consultancy, he has led client-facing projects from scoping to delivery, secured government funding, and grown community learning initiatives at the University of Toronto. His background in high-performance computing, JAX/PyTorch tooling, and statistical dynamics lets him translate complex scientific models into practical engineering outcomes. He pairs technical depth with organizational leadership—mentoring teams, managing HPC deployments, and shaping policy in academic governance. Based in Toronto, he combines academic rigor with entrepreneurial drive to tackle high-impact, computationally intensive challenges.
code8 years of coding experience
job11 years of employment as a software developer
bookDoctor of Philosophy (Ph.D.) Physics, Doctor of Philosophy (Ph.D.) Physics at University of Toronto
bookMaster of Science (M.S.) Physics, Master of Science (M.S.) Physics at McGill University
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Github Skills (19)

biophysics7
theory6
react5
wolfram-language5
rails5
javascript5
mathematica4
machine-learning4
deep-learning4
python4
jupyter-kernels3
tensorflow3
data-science3
jupyter3
jupyter-notebook2

Programming languages (5)

TypeScriptJavaScriptMathematicaHTMLJupyter Notebook

Github contributions (5)

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Contributions:134 pushes, 2 branches in 2 years 9 months
jbRothschild/np-diffusion

Jul 2018 - Aug 2021

Contributions:113 pushes, 3 branches in 3 years 1 month
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Jeremy Rothschild - Machine Learning Engineer Scientist at Vinci4D.ai