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At the crossroads of Data Science and Human Motion

Join me in exploring the intersection of data science and human movement. Get practical tools, techniques, and insights delivered to your inbox.

Data Science and Human Motion

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Fundamentals of electromyography Post feature image

Fundamentals of electromyography

I introduce electromyography (EMG), a technique for measuring muscle electrical activity during contraction. I cover its fundamental principles, including key concepts and biophysics, and explain how signal analysis provides insights into muscle function.

6 min read

Other projects

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Infografix

In 2024, I led a project called Infografix, where I explored various subjects and presented them in a simplified manner. My goal was to provide my audience with insights through concise explanations, informative graphics, and data visualizations. I wrote 14 articles in French that you can read here.

Explore
Data Scientist
Jul 2023 - Present · 1 yr 4 mos
ErgoSanté - Hapo

- Mocap Lab: I carry out assessments of passive exoskeletons using EMG and Motion Capture.
- App Development: I participate in developing and improving a markerless motion capture app for ergonomic analysis.
- Data Modeling: I explore, clean, and model data from the markerless motion app to uncover insights that guide business decisions.


Tools: Python, Git, Github, Mocap (Xsens), EMG (Delsys), Pose Estimation, MySQL, MongoDB, CRISP-DM Framework.

Blog Post Writer and Research Scientist in Human Movement Science
Feb 2023 - Aug 2024 · 1 yr 8 mos
Freelance

- Consulting and Analysis: I provided advice and conducted small-scale data analyses in biomechanics and human movement, focusing on Python and data visualization.
- Writting: I wrote articles for tech companies, making complex concepts accessible to a broader audience.


Tools: Python, Inkscape, Latex (Overleaf), ChatGPT.

Data Engineer
Jul 2021 - Feb 2023 · 1 yr 8 mos
Akka Technologies

- Data Retrieval: I built a CLI tool to retrieve flight data from an Airbus API.
- Skill Matching: I developed a CV parser with Python and Neo4j to link candidate skills to job requirements.
- Fuel Analysis: I created a Python-Spotfire dashboard for analyzing flight fuel consumption trends.
- Code Property Graph: I used Joern and Neo4j to create code property graphs to allow developers to better detect loopholes in their code base.


Tools: Python, Git, Gitlab, Spotfire, Graph DB (Neo4j), Joern.

PhD Researcher in Human-Exoskeleton Interaction
Sep 2017 - Jun 2021 · 3 yrs 10 mos
CIAMS, Université Paris-Saclay

- Control Modes: I researched upper-limb exoskeleton interactions, focusing on user adaptation in transparent and antigravity modes.
- Metrics Development: I developed metrics to evaluate interaction quality and contributed to exoskeleton design improvements.
- Publication: I published findings that supported advancements in optimal control models and exoskeleton research.


Tools: Python, Mocap (Qualisys), EMG (Cometa, Biometrics), Matlab, Inkscape, Latex (MikTex).

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Join me in exploring the intersection of data science and human movement. Get practical tools, techniques, and insights delivered to your inbox.