Florian Dubost
Principal Machine Learning Engineer (Applied Research) at Unity
California, United States
Summary
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Senior🎓
Top SchoolFlorian Dubost is a Principal Machine Learning Engineer specializing in applied research, currently leading 3D generative world-model and foundational AI architecture R&D at Unity after driving productionized spatial perception and generative 3D features for Android XR at Google. With eight years of deep ML experience spanning academia and industry—including postdoctoral work at Stanford and a PhD from Erasmus—he blends rigorous research (medical imaging, weak supervision, EEG seizure forecasting) with hands-on product delivery and team leadership. He has led cross-functional teams to ship large-scale ML systems, built scalable data synthesis pipelines for Gemini, and navigated legal/privacy constraints in real products. Equally comfortable in code, papers, and product roadmaps, he brings a clinician-aware background in medical AI that informs robust, safety-conscious system design.
8 years of coding experience
8 years of employment as a software developer
Master of Science - M.Sc., Engineering, Master of Science - M.Sc., Engineering at Centrale MéditerranéeMaster of Science - M.Sc., Medical engineering, Master of Science - M.Sc., Medical engineering at Technical University of MunichDoctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Erasmus University RotterdamExecutive Education: Stanford Ignite, Entrepreneurship Program, Executive Education: Stanford Ignite, Entrepreneurship Program at Stanford University Graduate School of BusinessVisiting Scientist, Machine Learning, Visiting Scientist, Machine Learning at Harvard UniversityCPGE Janson-de-SaillyPostdoc, Machine Learning, Postdoc, Machine Learning at Stanford University
French, English, German, Russian, Chinese, Dutch
Stackoverflow
51reputation
56kreached
4answers
0questions
Github Skills (34)
pytorch9
python9
onnx9
machine-learning9
tensorflow9
deep-learning9
keras9
jupyter-notebook8
high-performance8
scikit-learn8
accelerator8
hardware-acceleration8
ai-framework8
neural-network8
amazon8
Programming languages (3)
Github contributions (5)
fpgdubost/bstrap
May 2020 - Mar 2021
Contributions:6 commits, 25 pushes, 1 branch in 9 months
fpgdubost/FROC-Free-response-Receiver-Operating-Characteristic-curve
Mar 2018 - Aug 2018
Contributions:19 commits, 14 pushes, 1 branch in 4 months
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