About Safae
French
Native or bilingual
English
Fluent
Experience
- Université Clermont AuvergneR&D Doctoral StudentTECHMarch 2023 - April 2026 (3 years and 1 month)Clermont-Ferrand, FranceEvaluation and improvement of the reliability of perception systems (cameras, LiDAR, AI models) in degraded environments, within the framework of robotics. Project funded by I-SITE CAP 20-25.▸ Multi-scale physical modeling of light propagation, from analytical solution to GPU Monte Carlo simulation (Python, CUDA) — methodology transferable to automotive, digital twins, and real-world perception systems.▸ Full-stack design and instrumentation of an experimental setup dedicated to the qualification of sensors and AI models under controlled conditions: hardware selection, electronics, measurement protocols, calibration, partnership with an experimental engineering team.▸ Image processing and quantitative analysis of images acquired under degraded conditions: contrast measurement, extraction of regions of interest, quantitative link between image quality and physical degradation parameters.▸ Evaluation of the robustness of a deep learning model (YOLO) under degradation: evaluation pipeline, performance metrics (FPR, FNR, confidence), definition of operational thresholds usable as industrial safety indicators.▸ Scientific production and transfer: 2 publications in international peer-reviewed journals (JQSRT, Smart Agricultural Technology), 3 oral communications at international conferences, animation of Cerema and Agrotechnopôle workshops, public outreach (My Thesis in 180 seconds).▸ Independent project management over 3 years, in collaboration with several institutional partners (Cerema, INRAE, University Clermont Auvergne) — schedule management, deliverables, and scientific communication.
- Laboratoire de Physique de Clermont (LPC) — UniversitéM1 InternshipRESEARCHFebruary 2021 - August 2021 (6 months)France▸ Analysis of top-antitop pair production in different initial states (pp and e⁺e⁻ collisions) — calculation of cross-sections, kinematic study, parton-level and particle-level analyses.▸ Python and C++ programming for the processing chain and analysis of simulated collision data.
- Institut de planétologie et d'astrophysique de GrenobleM2 InternshipRESEARCHMarch 2020 - June 2020 (3 months)Grenoble, FranceExperimental study by quadrupole mass spectrometry of the irradiation of interstellar ice analogues (CO, deuterated methanol CD₃OD) on the GANIL/IGLIAS experiment — data analysis, interpretation for the characterization of prestellar cores.▸ Astronomical observation campaigns at OHP (Haute-Provence Observatory) and IRAM Pico Veleta (Spain) — signal acquisition and pre-processing.
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Education
- Auvergne
- MasterClermont AuvergneMaster