Philipp Dufter
Machine Learning Engineer at Apple
Zurich, Zurich, Switzerland
Summary
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RockstarPhilipp Dufter is a Machine Learning Engineer based in Zurich with a decade of experience building ML systems, currently applying his expertise at Apple since 2021. He brings practical experience shipping production-ready models and engineering scalable data pipelines in a high-impact tech environment. Known for bridging research ideas with product requirements, he focuses on robust, maintainable solutions that perform reliably at scale. Working at a leading platform company has given him deep exposure to cross-functional collaboration and privacy- and performance-conscious ML engineering.
10 years of coding experience
Github Skills (42)
evaluation10
text-analytics10
datasets10
deep-learning10
speech10
computer-vision10
nlp10
multiclass-classification10
natural-language-understanding9
dedicated9
pandas9
pytorch9
manipulation9
machine-learning9
natural-language-processing9
Programming languages (3)
Github contributions (5)
cisnlp/simalign
Apr 2020 - Sep 2021
Obtain Word Alignments using Pretrained Language Models (e.g., mBERT)
Contributions:2 releases, 6 reviews, 48 commits in 1 year 5 months
nlpberte-modelspretrained-language-modelsalignments
pdufter/minimult
Apr 2020 - Oct 2020
Analyzing mBERT's multilinguality in a small laboratory setting
Contributions:13 commits, 2 PRs, 12 pushes in 5 months
nlpanalyzingsettinglaboratorymbert
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