Freelancer profile translated to English.
Back to original languageAbout Simon
I help you transform your sensor and human signal data into reliable data tools.
I work with medtech, sporttech, ergonomics, occupational health, or human movement teams that collect field data that is difficult to exploit: sensors, IMUs, EMGs, motion capture, force, movement, experimental data, or product data.
I will guide you in moving from scattered files, isolated scripts, or manual analyses to a clear, reliable, and maintainable data system.
I can assist with:
- Structuring and cleaning sensor data
- Automating Python and SQL processes
- Creating data pipelines
- Extracting actionable features and metrics
- Improving the reliability of existing R&D analyses
- Creating dashboards for product, trial, or user monitoring
- Transitioning from a scientific prototype to an industrializable data tool.
My profile combines corporate data engineering, signal processing, and human movement science at a high scientific level (PhD). This allows me to understand both:
- The technical constraints of real-world data: noise, human variability, protocols, sensor quality,
- Operational needs: readable metrics, maintainable tools, useful dashboards, and reliable data for decision-making.
The goal of my interventions is to make your sensor data truly usable to improve a product, monitor trials, drive business, or demonstrate value.
French
Native or bilingual
English
Fluent
Can work on-site
Nîmes (up to 30km), Montpellier (up to 20km), Alès (up to 50km), Avignon (up to 20km), Paris (up to 30km)
Experience
- ErgosantéData Scientist / Data EngineerBIOTECHJuly 2023 - April 2026 (2 years and 9 months)Alès, France- Designed the company's first data infrastructure to transform business, field, and product data into reliable indicators.- Deployed an on-premise analytical stack: PostgreSQL, Docker, Prefect, Metabase.- Centralized heterogeneous data from the Odoo ERP, website, internal applications, and product monitoring tools.- Structured raw and scattered data into reliable, reusable, and actionable analytical models for business teams.- Automated Python / Prefect workflows for data transformation, validation, and analysis.- Created dashboards for operational monitoring, product steering, and decision-making.- Standardized KPIs and business definitions to align management, operations, sales, and product around consistent indicators.- Analyzed data related to ergonomics, exoskeletons, and MSD prevention.- Contributed to leveraging field data to better understand usage, user needs, and product impact.- Implemented the foundations of Data as a Product: quality, documentation, maintainability, and user adoption.
- IndépendantTechnical WriterAugust 2022 - January 2024 (1 year and 5 months)- Wrote technical content on data infrastructures, machine learning, and developer tools- Simplified and structured complex technical concepts into clear and actionable documentation
- AKKA TECHNOLOGIESData EngineerTECHJuly 2021 - February 2023 (1 year and 8 months)Toulouse, France- Designed pipelines (Python, AIRBUS internal API) for the extraction, transformation, and organization of aeronautical data for AIRBUS- Structured large and heterogeneous datasets for analytical and reporting purposes (Python, SQL, Spotfire)- Implemented an ontology and a graph database (Neo4j) for a CV-recruitment matching system
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Education
- Master - Engineering and Ergonomics of Physical ActivityUniversité Paris Saclay2017
- PhD - Sport and Human Movement SciencesUniversité Paris Saclay2021- Biomecanics - Exoskeleton - Human-Exoskeleton Interaction - Ergonomics - Neuroscience - Electromyography - Motion Capture - Movement Analysis - Human movement
Certifications
- Applied Machine Learning in PythonCoursera.org, University of Michigan2019
- Applied Plotting, Charting & Data Representation in PythonCoursera.org, University of Michigan2019