Laurent Montier
Data Scientist Senior
Rouen, Normandy, France
Summary
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Rockstar🎓
Top SchoolLaurent Montier is a senior data scientist with 8 years of experience blending applied mathematics, simulation and practical ML to accelerate engineering decisions. After a PhD focused on model order reduction for electromagnetic devices, he moved into industry roles at Sicara—rising from Data Scientist to Lead Data Scientist—and now applies his expertise at pass Culture. He specializes in creating fast, accurate surrogate models and data-driven approximations that bridge high-fidelity simulations and production software, enabling large-scale coupling with tools like EMTP-RV. Comfortable teaching and collaborating across academia and industry, he brings deep numerical methods knowledge alongside hands-on data science delivery. Based in Rouen, Normandy, he combines rigorous mathematical foundations with product-focused implementation to turn complex simulation problems into usable, performant solutions.
8 years of coding experience
4 years of employment as a software developer
Engineer's degree Mathematical Engineering with a Major in Simulation and Modelig, Engineer's degree Mathematical Engineering with a Major in Simulation and Modelig at ENSTADoctor of Philosophy - PhD Applied mathematics for computational electromagnetism, Doctor of Philosophy - PhD Applied mathematics for computational electromagnetism at Arts et Métiers - École Nationale Supérieure d'Arts et MétiersTechnical University of Denmark
Github Skills (71)
few-shot-learning10
keras-tensorflow10
keras10
transfer-learning9
object-detection9
tf-keras9
meta-learning9
yolov49
computer-vision8
boost8
imagenet8
deep-learning8
annotations8
jupyterlab8
image-classification8
Programming languages (4)
Github contributions (5)
sicara/tf2-yolov4
May 2020 - Apr 2021
A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection
Contributions:1 review, 57 commits, 7 PRs in 11 months
speedtensorflow-2-0object-detectiontensorflowkeras
lmontier/django-streamlit-dashboard
May 2022 - May 2022
Example of how to make Streamlit Dashboards of Django Apps
Contributions:14 PRs, 14 pushes, 14 branches in 5 days
django-appspythondjangodashboardsstreamlit
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