Vincent Kubicki

Deep Learning Engineer at Kayufu

Marcq-en-Barœul, Hauts-de-France, France
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Summary

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Senior
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Top School
Vincent Kubicki is a Deep Learning Engineer with 12 years of experience applying advanced mathematics, numerical methods and ML to real-world problems across research and industry. He designs and optimizes C++ deep learning frameworks and GPU-accelerated kernels for computer vision, having implemented custom computational graphs, SIMD/CUDA optimizations and cuDNN integrations in production. His background spans PhD-level fluid mechanics, statistical modeling and reinforcement learning, enabling him to tackle both low-level performance challenges and high-level learning-efficiency problems. Comfortable moving models to microservice deployments and working directly with clients and researchers, he blends rigorous academic training with hands-on engineering. An occasional entrepreneur and consultant, he has a track record of building bespoke analysis pipelines for large-scale scientific and industrial datasets.
code12 years of coding experience
job14 years of employment as a software developer
bookDiplôme d'Ingénieur (postgraduate in engineering), Engineering Physics/Applied Physics, Diplôme d'Ingénieur (postgraduate in engineering), Engineering Physics/Applied Physics at Grenoble INP - Phelma
bookPreparatory classes, Mathematics, physics, Preparatory classes, Mathematics, physics at CPP- La prépa des INP
bookMaster's degree, Statistics, Master's degree, Statistics at Université de Lille
bookMaster's degree, Energy, Master's degree, Energy at Université Grenoble Alpes
bookPhD, Fluid mechanics and energetics, PhD, Fluid mechanics and energetics at IMT Lille Douai
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Stats
1,114reputation
52kreached
11answers
66questions
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Github Skills (35)

missing-data10
mixture-model10
r10
statistics10
cpp10
clustering10
cran10
machine-learning9
vscode8
eclipse6
recursion6
eclipse-cdt6
latex6
lazy-evaluation6
cmake6

Programming languages (5)

ScalaTeXJavaScriptJupyter NotebookMarkdown

Github contributions (5)

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modal-inria/MixtComp

Nov 2013 - Jul 2019

Model-based clustering package for mixed data
Contributions:1601 commits, 16 pushes in 5 years 8 months
model-basedstatisticscppcranmissing-data
vkubicki/ScalaTest

Mar 2017 - Feb 2019

Contributions:2 PRs, 29 pushes, 1 branch in 1 year 11 months
testingscalaspectacularnothing
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