François-xavier Aubet
Research Engineer at Google DeepMind
Stony Stratford, England, United Kingdom
Summary
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Senior🎓
Top SchoolFrançois-xavier Aubet is a Research Engineer at Google DeepMind with nine years’ experience applying machine learning to real-world systems, from supply-chain forecasting at Amazon to DevOps anomaly detection and NFL analytics at AWS. He holds an MSc in Machine Learning from UCL and dual BSc degrees from TUM, graduating near the top of his class, and has a track record of turning research into production-ready services. At DeepMind he focuses on bridging pre-training and post-training for large models, building on prior work in time-series forecasting and probabilistic anomaly detection. He combines deep technical expertise in ML and systems with hands-on engineering across Python, TensorFlow/Keras, and embedded C for robotics projects. Not obviously visible from his title, he has experience designing science methods for product launches and mentoring interns while shipping first-of-kind algorithms. Based in Stony Stratford, he thrives at the intersection of research rigor and product-driven deployment.
9 years of coding experience
4 years of employment as a software developer
Baccalauréat, Baccalauréat at Lycée francais de vienneStiftung Bayerische EliteAkademieBachelor of Science (B.Sc.), Electrical and Electronics Engineering, Grade: 1,7 (A) (Part of the best 14%), Bachelor of Science (B.Sc.), Electrical and Electronics Engineering, Grade: 1,7 (A) (Part of the best 14%) at Technische Universität MünchenUniversity College London
French, German, English
Github Skills (20)
forecasting10
time-series-forecasting10
probabilistic10
artificial-intelligence9
pytorch9
sagemaker9
time-series9
gluon9
mxnet9
aws9
modeling9
python8
deep-learning8
machine-learning8
data-science8
Programming languages (2)
Github contributions (5)
Francois-Aubet/gluon-ts
May 2020 - Dec 2021
Probabilistic time series modeling in Python
Contributions:6 commits, 2 PRs, 16 pushes in 1 year 7 months
pythontime-series-analysismachine-learningprobabilistictime-series
Francois-Aubet/EQuANt
Mar 2019 - Jul 2019
Contributions:4 commits, 3 pushes in 3 months
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