About Mohamed
French
Native or bilingual
English
Fluent
Experience
- NaturalPad,Lead (R&D)VIDEO GAMES AND ANIMATIONJune 2024 - Today (2 years)Montpellier, France• - Developing motion-based video games interaction techniques using markerless human pose estimation (Unity, C#, C++).• - Integrating state-of-the-art, real-time multi-pose estimation algorithms into gaming environ ments. Benchmarking human pose estimation algorithms to optimize accuracy and reliability.• - Design of a stereo-camera motion capture system to accurately monitor elderly and disabledusers motion during rehabilitation and motion-based video games interaction. - Fine-tuningof computer vision foundation models applied to markerless human motion reconstruction• - Compression of AI models for on-device deployment (quantization, pruning, distillation) -Redaction of research projects for national and european grants.
- LAAS-CNRS,Postdoctoral ResarcherMECHANICAL ENGINEERINGSeptember 2024 - September 2025 (1 year)Toulouse, France• - Developing accurate, low-cost real-time motion capture systems through computer vision andthe fusion of machine learning with model-based optimization (Python, C++).• - Identifying robot geometric and inertial parameters through optimization.- Humanoid robot control using reinforcement learning• - Implementing control strategies for robots using reinforcement learning, in a human-robot interaction context• - Teaching C++, Robotics, and Automation Science
- LIRMM,Research EngineerNovember 2020 - February 2021 (3 months)Montpellier, France• - Modeling full-body human kinematics and dynamics using the Pinocchio C++ library,following international society of biomechanics recommendations.• - Implementation of C++ algorithms for human geometric and inertial parameter estimation from anthropometric tables.• - Design and integration of an extended Kalman filter for real-time inverse kinematic estimation.
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Education
- Ph.D. in RoboticsUniversity of Paris-Est Creteil2024Ph.D. in Robotics
- M.S. in Automation Science and RoboticsUniversity of Aix-Marseille2020M.S. in Automation Science and Robotics