Olivier St-Amand
Montreal, Quebec, Canada
Summary
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SeniorOlivier St-amand is an AI/ML and cloud-focused engineer with nine years of experience turning research-grade models into production systems across gaming, travel, and enterprise domains. Currently a Customer Engineer for AI/ML at Google Cloud after leadership roles building ML platforms and data science teams at Unity and ISAAC Instruments, he specializes in large-scale deep learning, model deployment, and MLOps on GCP and AWS. His background as a structural/mechanical engineer and FEA specialist gives him a systems-oriented approach to reliability and production constraints that most ML practitioners overlook. Olivier has shipped recommendation systems, streaming data pipelines, and automated ML workflows using TensorFlow, Kubeflow, Beam/Spark, and SageMaker, emphasizing end-to-end operability. Based in Montreal, he combines hands-on engineering with people leadership to bridge research, infra, and product needs.
10 years of coding experience
Github Skills (23)
text-segmentation10
metric-learning10
keras10
image-processing9
classifier9
distributed-computing9
text-classification9
recommender-system9
image-segmentation9
computer-vision8
object-detection8
python8
reinforcement-learning8
natural-language-processing8
information-retrieval8
Programming languages (5)
Github contributions (5)
ostamand/the-reef-log-api
Apr 2024 - Dec 2024
Contributions:1 release, 10 PRs, 61 pushes in 8 months
ostamand/tensorflow-tabnet
Aug 2020 - Jul 2022
Improved TabNet for TensorFlow
Contributions:2 reviews, 59 commits, 12 PRs in 1 year 11 months
tensorflowtensorflow2tabnetkeras
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