Samuel Larkin
Research Council Officer, Deep Learning RCO at National Research Council Canada / Conseil national de recherches Canada
Gatineau, Quebec, Canada
Summary
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Senior🎓
Top SchoolSamuel Larkin is a software engineer and research council officer specializing in deep learning and machine translation, with over eight years of focused experience and two decades in engineering roles at institutions like the National Research Council Canada. He blends strong systems-level skills in C/C++ and scripting languages (Python, Perl, PHP) with academic training—a Master's in Statistical Machine Translation—to build and evaluate NMT and reinforcement learning systems. At NRC he has transitioned from core software engineering to leading deep learning research efforts, bridging production-grade implementation with experimental research. Based in Gatineau, Quebec, he brings practical expertise in deploying and iterating on research code, often working at the intersection of legacy C/C++ systems and modern Python-based ML stacks.
8 years of coding experience
17 years of employment as a software developer
Master, Statistical Machine Translation, Master, Statistical Machine Translation at Université du Québec en Outaouaisbac, computer science, bac, computer science at Université de SherbrookeNatural Sciences, Natural Sciences at Collège de l'Outaouais
Stackoverflow
15reputation
482reached
1answer
2questions
Github Skills (200)
transformers10
json-data10
language-model10
python10
attention-mechanism10
flax10
indexed10
deep-learning10
lora10
sequence-to-sequence10
machine-translation10
jsonpath10
voice10
multi-gpu10
transformer10
Programming languages (17)
Github contributions (5)
SamuelLarkin/OpenNMT-py
Oct 2018 - Jul 2024
Open Source Neural Machine Translation in PyTorch
Contributions:1 push in 5 years 9 months
pytorchmachine-translationtranslationtorchneural-machine-translation
nrc-cnrc/PortageClusterUtils
Jan 2022 - Jan 2025
Cluster and parallelization utilities that came ouf of the Portage SMT project — Outils de parallélisation sur grappe de calcul issus du projet Portage de TAS
Contributions:1 release, 1 review, 5 PRs in 3 years
smtprojetmachine-translationcameportage
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