Alice Martin
Research Engineer In AI at CEA-Leti
Grenoble, Auvergne-Rhône-Alpes, France
Summary
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Senior🎓
Top SchoolAlice Martin is a research engineer in AI with eight years of experience bridging academic research and applied machine learning, currently developing algorithms for image and time-series analysis in cell biology at CEA-Leti. She holds a PhD in Machine Learning from École Polytechnique where she led projects on deep sequential models and uncertainty quantification, supervised engineering collaborators, and managed a research chair’s operations and outreach. Comfortable across Python, TensorFlow, PyTorch and cloud/cluster environments, she has taught ML topics from clustering to reinforcement learning and NLP at universities and bootcamps. Her background in engineering and business (ISAE‑SUPAERO) and a stint in product-driven roles at Zodiac Aerospace give her a rare mix of technical rigor and market-aware execution. She is experienced in organizing hackathons and community events, signaling strong stakeholder and project-management skills beyond pure research. Colleagues describe her as a pragmatic researcher who ships reproducible code and translates complex models into practical tools for scientific teams.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at École PolytechniqueFrench Classes Préparatoires, Mathematics, Physics, French Classes Préparatoires, Mathematics, Physics at Lycée HocheMaster of Science in Engineering, Major in Financial Engineering, Master of Science in Engineering, Major in Financial Engineering at ISAE-SUPAERO
French, English, Spanish, Latin
Github Skills (23)
python10
data-science10
scikit10
statistics10
machine-learning10
scikit-learn10
data-analysis10
reinforcement-learning9
health-data8
deep-learning8
natural-language-processing8
synthetic8
pytorch8
simulation7
synthetic-data7
Programming languages (4)
Github contributions (5)
AMDonati/SMC-T
Jan 2020 - Apr 2020
Contributions:349 commits, 249 pushes in 3 months
AMDonati/RL-ressources-tutos-2018
Aug 2018 - Feb 2019
Contributions:16 commits, 14 pushes, 1 branch in 5 months
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