Charles Guille-escuret
Senior Research Scientist at MBZUAI Institute of Foundation Models
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolCharles Guille-escuret is a Senior Research Scientist based in Sunnyvale with a decade of experience focused on large-scale pretraining, MLSys and infrastructure, optimization, architecture, scaling laws, and training dynamics. He recently joined MBZUAI’s Institute of Foundation Models after completing a PhD at Mila, and has held research roles at ServiceNow, Apple, and UC Berkeley where he deployed high-recall video analytics in production. His background spans both theory—proving graph fixation results during early research—and hands-on engineering, building energy-forecasting and large pretraining pipelines that scale to millions of examples. Known as a pretraining consultant in Sunnyvale, he blends deep academic training with practical system-building to push foundation-model training efficiency and robustness.
10 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy, Artificial Intelligence, Doctor of Philosophy, Artificial Intelligence at Mila - Quebec Artificial Intelligence InstituteMPSI/MP*, MPSI/MP* at Lycée FénelonLavoisierMaster of Science (MVA), Machine Learning, Master of Science (MVA), Machine Learning at École Normale Supérieure de Cachan
French, English
Github Skills (23)
python10
machine-learning10
gpu10
numpy9
neural-network9
deep-learning9
gpu-acceleration8
autograd8
tensor8
transformer-models7
robustness6
large-language-models6
transformers6
anomaly-detection4
servicenow4
Programming languages (3)
Github contributions (5)
charlesGE/charlesge.github.io
Oct 2022 - Nov 2025
Contributions:7 pushes, 1 branch in 3 years 1 month
charlesGE/transducers
Sep 2016 - Sep 2016
Contributions:64 pushes, 3 branches in 15 days
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