Soren Bouma
Lead Machine Learning Engineer at Halter
Auckland, Auckland, New Zealand
Summary
👤
Senior🎓
Top SchoolSoren Bouma is a Lead Machine Learning Engineer with 10 years’ experience building and deploying ML systems across agtech, retail, medicine and ecology, currently leading ML at Halter. He moves fluidly between research and production—designing billion-parameter vision MoEs on TPU pods down to microcontroller models with kilobyte memory budgets—and has a strong track record shipping end-to-end systems in early-stage deep tech startups. At IMAGR he owned large parts of the product recognition stack, building multi-view classifiers and a PyTorch multitask framework that powered real supermarket deployments. His work at Halter focuses on learned sensor fusion, computer vision and remote sensing to make livestock management more productive and sustainable. Soren is drawn to technically ambitious, interdisciplinary projects that interact with the physical world and have ethical upside, and he spends spare time thinking about improving scientific institutions, forecasting, and obscure history.
10 years of coding experience
7 years of employment as a software developer
Bachelor of Science - BS, Mathematics and Computer Science, Bachelor of Science - BS, Mathematics and Computer Science at University of AucklandDeep Learning Summer School, Deep Learning Summer School at Tsinghua University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (18)
python10
machine-learning10
deep-learning10
gpu10
numpy9
acceleration9
autograd9
tensorflow9
neural-network9
keras9
tensor9
gpu-acceleration9
pytorch7
kaggle2
architecture2
Programming languages (2)
Github contributions (5)
sorenbouma/keras-oneshot
Mar 2017 - Feb 2019
koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras
Contributions:28 commits, 3 PRs, 24 pushes in 1 year 11 months
pytorchone-shotdeep-learningshot-learningmachine-learning
sorenbouma/Python-Orbit-Visualization
Dec 2016 - Sep 2017
Contributions:43 commits, 8 pushes, 1 branch in 9 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.