Seiji Kumagai
Product Owner, Data Analytics
Brussels, Brussels-Capital, Belgium
Summary
👤
Senior🎓
Top SchoolSeiji Kumagai is a product-focused data analytics leader with 14 years of experience, currently driving model-to-production initiatives as Product Owner for Data Analytics at KBC in Brussels. Trained in statistics and evolutionary ecology, he blends rigorous quantitative thinking with practical machine learning engineering to close the gap between model development and real-world business impact. He has progressed from data scientist to team lead and product owner, championing deployable-model workflows that minimize overhead for data scientists while coordinating closely with data engineers and ICT teams. Comfortable with both research-grade simulation work and production ML pipelines, he brings a rare mix of academic modeling experience and hands-on deployment pragmatism. Notably, his focus is on making deployment considerations part of the modeling phase, speeding delivery without sacrificing scientific rigor.
14 years of coding experience
10 years of employment as a software developer
Master of Science (MSc) Statistics, Master of Science (MSc) Statistics at KU LeuvenM.S. Evolutionary Ecology, M.S. Evolutionary Ecology at Duke UniversityEducational Psychology, Educational Psychology at International Christian UniversityMaster’s Degree Applied Ecology, Master’s Degree Applied Ecology at Stony Brook University
English, Japanese
Stackoverflow
230reputation
18kreached
2answers
2questions
Github Skills (136)
gbm10
xgboost10
python10
nearest-neighbors10
bots10
svm10
h2o10
deep-learning10
automl10
gpu10
random-forest10
glm10
r10
linux10
gradient10
Programming languages (10)
Github contributions (5)
skumagai/selfingsim
Jan 2015 - Aug 2023
Contributions:38 pushes, 1 branch in 8 years 8 months
skumagai/julia
Jan 2015 - Oct 2018
Contributions:58 pushes in 3 years 10 months
julia-languageapproachtechnical-computingcomputingjulia
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