Martin Gauthier

Senior AI Developer at Intact

Montreal, Quebec, Canada
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Summary

👤
Senior
🎓
Top School
Martin Gauthier is a Senior AI Developer based in Montreal with a decade of engineering experience and over five years focused on productionizing AI at Intact. He specializes in AWS SageMaker-powered model deployment, MLOps (Airflow/Astronomer, CI/CD) and scalable ETL pipelines, bridging research prototypes to reliable business solutions. His background spans hands-on roles from web and mobile development to BI and image classification, giving him a pragmatic full-stack view of data products. Known as an AI enthusiast and cloud advocate, he combines curiosity-driven learning with a knack for integrating AI into organizational workflows to drive measurable outcomes. A less obvious strength is his repeated role in operationalizing tooling—whether deploying Airflow, building ETL platforms, or shepherding models into production—making him as comfortable with orchestration and deployment as with modeling.
code11 years of coding experience
job6 years of employment as a software developer
bookBachelor of Engineering - BE, Computer Software Engineering, Bachelor of Engineering - BE, Computer Software Engineering at École de technologie supérieure
bookDEC Computer Programming, Computer Programming, DEC Computer Programming, Computer Programming at Cegep du Vieux Montreal
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Github Skills (116)

python10
etl10
automation10
mlops10
orchestration10
data-engineering10
scheduler10
elt10
data-integration10
data-pipelines10
data-science10
workflow-engine10
apache10
dag10
airflow10

Programming languages (12)

TypeScriptDockerfileJavaC++CCMakeGoMATLAB

Github contributions (5)

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sonia-auv/airflow-etl

Jun 2018 - Jul 2020

ETL task orchestrating solution for our machine learning pipelines
Contributions:126 commits, 82 PRs, 277 pushes in 2 years 1 month
etlmachine-learning
gauthiermartin/Augmentor

Jan 2018 - Jul 2023

Contributions:2 pushes in 5 years 6 months
pythondeep-learningimage-augmentationcomputer-visionmachine-learning
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