Javier Zaurin

Staff ML AI Engineer at Nansen

London, England, United Kingdom
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Summary

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Rockstar
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Top School
Javier Zaurin is a Staff Machine Learning Engineer based in London with over 20 years of research and industry experience and 11 years focused in commercial ML roles, specializing in recommendation systems and NLP across fashion, retail, insurance, automotive, gaming and web3. He transitioned from a decade in academia (PhD in Astronomy & Astrophysics) to lead ML teams and build production-grade models, recently tackling RecSys and moderation for crypto applications. Javier is the creator and main maintainer of the pytorch-widedeep open-source library, with a JOSS publication highlighting its practical impact on wide-and-deep modelling. Known for bridging deep technical expertise with product thinking, he combines hands-on model engineering, open-source stewardship and cross-domain forecasting and synthetic-data experience to move prototypes into scalable services.
code11 years of coding experience
job17 years of employment as a software developer
bookDegree & Master's Theoretical Physics, Degree & Master's Theoretical Physics at Universidad de Zaragoza
bookDoctor of Philosophy (Ph.D.) Astronomy and Astrophysics, Doctor of Philosophy (Ph.D.) Astronomy and Astrophysics at The University of Sheffield
languagesSpanish, English
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Github Skills (131)

python10
deep-learning10
text-processing10
blending10
r10
sublime-text10
gradient-boosting10
lightgbm10
multiclass-classification10
kaggle10
classification10
multimodal-deep-learning10
text-classification10
kafka-python10
text-mining10

Programming languages (10)

PowerShellTypeScriptC++RRustCGoJupyter Notebook

Github contributions (5)

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jrzaurin/neural_cf

Oct 2018 - Jun 2019

Comparing keras, pytorch and gluon using neural collaborative filtering
Contributions:34 commits, 29 pushes, 1 branch in 8 months
collaborative-filteringkeraspytorchdeep-learninggluon
jrzaurin/tabulardl-benchmark

Apr 2021 - Jun 2021

Benchmark tabular Deep Learning models against each other and other non-DL techniques
Contributions:19 commits, 4 PRs, 15 pushes in 2 months
deep-learning
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