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Thomas AoutTA

Thomas Aout

Data scientist

€750/day
Le Tampon, RE
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Thomas

Doctor of Biomechanics specializing in human movement and gait analysis, I assist laboratories, clinics, medical device companies, and sports organizations in transforming raw data into reliable, actionable, and publication-ready results.

My work is backed by academic rigor: publications in peer-reviewed international journals.

— WHAT I DO FOR YOU —

• Biomechanical Analysis: kinematics, kinetics (joint power and work), spatio-temporal parameters, gait event detection, locomotion energetics.

• EMG Signal Processing: filtering, burst detection, muscle timing and coordination.

• Motion Capture Data Processing: C3D / Vicon / Qualisys files, inertial sensors (IMU), force plates — cleaning, synchronization, normalization, metric calculation.

• Custom Code and Algorithm Development (Python, MATLAB): automated, documented, and reusable processing pipelines, data visualization, custom analysis tools.

• Advanced and Real-Time Applications: functional electrical stimulation (FES) code synchronized with gait events, customized control of instrumented treadmills (closed-loop speed control), interfacing sensors and experimental devices.

• Research & Scientific Writing: study design, systematic reviews, article writing, and proofreading / peer review.

— TOOLBOX —

Python, MATLAB · Signal Processing · C3D / Vicon / Qualisys · EMG · IMU · Force Plates · Functional Electrical Stimulation (FES) · Gait Analysis · Pipeline Automation · Machine Learning applied to Movement.
  • French

    Native or bilingual

  • English

    Fluent

  • Spanish

    Conversational

Remote only
Primarily works remotely

Experience

  • Université de La réunion
    Temporary Teaching and Research Assistant (ATER)
    BIOTECH
    September 2025 - Today (10 months)
    Le Tampon, Reunion
    - Investigator on the functional electrical stimulation part of the ANR e-Walking project.

    - Experimental research
    - Algorithm creation (Python/Matlab)
    - Motion capture (Qualisys/Vicon)
    - Data acquisition and processing (kinematics, kinetics, electromyography, energetics, isokinetics)
    - Statistical analysis (R, Python, Matlab, Jamovi)
    - Scientific writing
    - Custom code creation (e.g., speed control algorithm for spontaneous subject-selected speed on a Bertec Fit 5 instrumented treadmill)
    Python Matlab Data analysis motion capture electromyography
  • (ATV)
    Temporary Vacation Worker
    BIOTECH
    January 2023 - January 2025 (2 years)
    Le Tampon, Reunion
    - Investigator on the functional electrical stimulation part of the ANR e-Walking project.

    - Teaching (L1 STAPS – M2 STAPS APAS).
    Motion Capture (Vicon, Qualisys) Matlab Biomechanics Python electromyography
  • Laboratoire IRISSE
    Research Internship
    March 2022 - July 2022 (5 months)
    Le Tampon, Reunion
    - Use of functional electrical stimulation in walking situations for young and healthy individuals.
    - Creation of a virtual environment for conducting and analyzing virtual reality walking trials.

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