Matthew Dowling
Staff Machine Learning Developer at AltaML
Canada
Summary
👤
Senior🎓
Top SchoolMatthew Dowling is a Staff Machine Learning Developer with eight years of experience applying advanced mathematics, research-grade problem solving, and production ML engineering primarily at AltaML. He transitioned from a strong academic track—multiple postdoctoral roles solving multi-dimensional integrals and implementing high-performance Monte Carlo and MPI solutions—to lead and scale data science teams and deliver applied ML systems. His work uniquely blends symbolic/analytical proficiency (managing hundreds of Feynman-diagram integrals and automating code generation) with practical software skills in Python, Fortran, C++ and HPC workflows. Based in Canada, he is seeking to move fully into industry roles where his ability to convert complex theoretical problems into automated, reproducible computation pipelines can accelerate real-world products.
8 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (PhD), Theoretical and Mathematical Physics, Doctor of Philosophy (PhD), Theoretical and Mathematical Physics at University of Alberta
Github Skills (13)
speech9
azure-sdk9
pytorch9
python9
azure9
deep-learning8
agentic8
tensorflow8
ai6
chatgpt6
autogen4
agentic-ai3
cli1
Programming languages (2)
Github contributions (5)
altaml/char_rnn_tf
Nov 2017 - Apr 2018
Contributions:3 commits in 4 months
altaml/agents-4-energy
Jun 2025 - Aug 2025
Contributions:1 PR, 3 pushes, 1 branch in 1 month
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