Hugo DEFOIS
Machine Learning Engineer
Montreal, Quebec, Canada
Summary
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RockstarHugo DEFOIS is a Machine Learning Engineer based in Montreal with nine years of experience building and deploying ML systems. Currently a Senior ML Engineer at Quincus, he combines practical engineering with a focus on production-ready models and scalable pipelines. His background suggests strong end-to-end ownership of ML projects, from data plumbing to model serving. Known for pragmatic problem solving, he brings startup-style velocity while emphasizing reliability in production. Though his public GitHub footprint is minimal, his senior title implies mentorship and cross-functional collaboration across data and engineering teams.
9 years of coding experience
Github Skills (86)
gradient-descent10
python10
numerics10
deep-learning10
gpu10
gpu-acceleration10
scikit10
statistics10
acceleration10
numpy10
neural-network10
numba10
tensor10
shap10
fundamental10
Programming languages (6)
Github contributions (5)
defoishugo/molecule-properties-classifier
Aug 2023 - Jan 2025
Contributions:2 pushes in 1 year 5 months
defoishugo/pytorch
Aug 2023 - Sep 2023
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Contributions:11 pushes, 5 branches in 1 month
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