Luke Prince
Research Scientist at Graphcore
Bristol, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolLuke Prince is a research scientist with 11 years of experience at the intersection of machine learning and neuroscience, currently advancing ML research at Graphcore. He transitioned from probing neural dynamics in academic labs (PhD at Bristol, postdocs at U of Toronto and Mila) to building models and systems that make accelerators and compilers more effective for intelligent workloads. Comfortable discussing chips, compilers, matmuls, and search, he combines deep domain knowledge of brain data analysis with practical ML engineering for hardware-aware research. Based in Bristol, he brings a rare blend of computational neuroscience intuition and production-facing ML expertise, often thinking about numeric and system-level trade-offs that most researchers overlook.
11 years of coding experience
2 years of employment as a software developer
Master of Science (MSc), Artificial Intelligence, Master of Science (MSc), Artificial Intelligence at The University of EdinburghBachelor of Science (BSc) (Hons), Psychology, 1st, Bachelor of Science (BSc) (Hons), Psychology, 1st at University College London, U. of LondonJohn Hampden Grammar SchoolDoctor of Philosophy (PhD), Neural Dynamics, Doctor of Philosophy (PhD), Neural Dynamics at University of Bristol
English, German
Stackoverflow
13reputation
563reached
0answers
1question
Github Skills (67)
python10
deep-learning10
gpu10
gpu-acceleration10
acceleration10
numpy10
neural-network10
tensor10
hierarchical10
machine-learning10
code-generation9
triton9
autograd9
tensorflow9
visual-question-answering8
Programming languages (6)
Github contributions (5)
graphcore-research/poptorch-experimental-addons
Feb 2023 - Mar 2023
IPU-specific extensions to PopTorch
Contributions:31 reviews, 50 commits, 11 PRs in 20 days
ipupytorch
lyprince/hierarchical_lfads
Oct 2019 - Dec 2021
Pytorch implementation of lfads, and hierarchical extension
Contributions:49 commits, 18 PRs, 52 pushes in 2 years 2 months
pytorchhierarchicalpytorch-implementation
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