À propos de Nesrine
Français
Bilingue ou natif
Anglais
Capacité professionnelle complète
Expériences
- DEEP AIFounderAGENCE & SSIIoctobre 2022 - Aujourd'hui (3 ans et 8 mois)Paris, FranceScientific and technical expert approved by the MESR (Ministère de l’Enseignement supérieur et de la Recherche Scientifique Français) to carry out R&D work on behalf of companies.
- University of Florida,AI Research Leadjuillet 2023 - août 2025 (2 ans et 1 mois)United States• Lead deep learning research on image domain translation, optical flow, multi-view object detection and association, anomaly detection, segmentation, depth estimation, 3D reconstruction.• Managed and mentored 4 PhD students.• Drafted federally funded AI research proposals (USDA, NSF), ensuring alignment between research goals and funding priorities..• Optimized multi-GPU training pipelines on HiPerGator HPC. Tools & Technologies: Python, VScode, Hipergator (HPC cluster), Pytorch, MLflow, Tensorboard, Basecamp, Trello, Git
- LVMH,AI Consultantoctobre 2022 - février 2023 (4 mois)France• Conducted a comprehensive review at the intersection of chemical engineering and machine learning.• Preprocessed and enriched data collected from formulation records by including external data collection through advanced data scraping pipelines.• Built AI-based perfume formulation PoC using RF, AdaBoost, and GNNs with enriched chemical data pipelines.• Improved ingredient classification performance by 28%; led integration between data and domain experts. Tools & Technologies: Linux, Python, Numpy, Pandas, RF, Adaboost, GNN, data scraping
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Formations
- PhDUniversity of Paris Saclay2017PhD
- Systems, MScNational College for Computer Science2012Systems, MSc