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Mohamed AdjelMA

Mohamed Adjel

PhD | Machine Learning Engineer & Computer Vision

€700/day
Toulouse, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Mohamed

Doctorate in Robotics and Lead R&D professional, I specialize in the technological transfer from academic research to industry. I have expertise in computer vision and embedded AI (edge computing), with over 10 scientific publications in international IEEE journals and conferences. I work to solve complex problems in perception, estimation, and physical interaction.

What I can do for you (typical missions):

- R&D Audit & Strategy: Feasibility analysis, state-of-the-art review, and technical writing for grant proposals (e.g., Eurostars, BPI).
- Computer Vision & Pose Estimation: Implementation and refinement of skeletal tracking (markerless) and 2D/3D motion analysis algorithms. Implementation of image segmentation and classification methods.
- Optimization & Deployment (Edge AI): AI model compression (Quantization, Pruning, Distillation) for real-time execution on mobile or embedded systems. Rewriting critical code in C++ for performance.
- Sensor Fusion & Robotics: Fusion algorithms (Kalman Filter, IMU + Vision) and inverse kinematics for robots or motion capture systems.

My technical stack:
- Languages & Tools: C++ (Expert), Python, Git.
- AI & Vision: PyTorch, OpenCV, TensorFlow, Vision Transformers.
- Robotics & Physics: ROS, Pinocchio (Rigid Body Dynamics), URDF, Unity 3D.
- Math: Numerical Optimization (Ipopt), Linear Algebra, 3D Geometry, Kalman Filtering

I prioritize high-value missions such as developing complex algorithmic components (defined deliverables), expert consulting and code auditing, or long-term R&D support. I am accustomed to managing ambitious projects autonomously. Let's discuss your performance or perception challenges.
  • French

    Native or bilingual

  • English

    Fluent

Remote only
Primarily works remotely

Experience

  • NaturalPad,
    Lead (R&D)
    VIDEO GAMES AND ANIMATION
    June 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 environments. Benchmarking human pose estimation algorithms to optimize accuracy and reliability.
    • - Design of a stereo-camera motion capture system to accurately monitor elderly and disabled users motion during rehabilitation and motion-based video games interaction. - Fine-tuning of 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.
    Computer Vision Deep Learning C++ Data science Signal Processing
  • LAAS-CNRS,
    Postdoctoral Researcher
    MECHANICAL ENGINEERING
    September 2024 - September 2025 (1 year)
    Toulouse, France
    • - Developing accurate, low-cost real-time motion capture systems through computer vision and the 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
    Computer Vision Python C++ Deep Learning Signal Processing
  • LIRMM,
    Research Engineer
    November 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 Robotics
    University of Paris-Est Creteil
    2024
    Ph.D. in Robotics
  • M.S. in Automation Science and Robotics
    University of Aix-Marseille
    2020
    M.S. in Automation Science and Robotics

Skill set

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