Freelancer profile translated to English.
Back to original languageAbout Fabien
I help industrial companies transform their sensor data into measurable gains: reducing breakdowns, improving quality, and optimizing processes.
I work with complex data (time series, vision, dynamic systems) using an approach combining artificial intelligence and physical modeling, particularly suited for industrial environments.
My interventions cover the entire AI project cycle:
- Scoping and identification of high ROI use cases
- Data analysis and structuring
- Prototype development and field validation
- Deployment and integration into existing systems
Typical use cases:
- Predictive maintenance on sensor data
- Anomaly detection in industrial systems
- Industrial vision for quality control
- Modeling and forecasting of complex processes
Expected results:
- Reduction of unplanned downtime
- Improved defect detection rate
- Optimization of industrial performance
French
Native or bilingual
English
Native or bilingual
Can work on-site
Angers (up to 30km), Nantes (up to 30km), Paris (up to 30km), Rennes (up to 30km)
Experience
- Freelance / IndépendantData Science and Machine Learning TrainerMarch 2023 - Today (3 years and 3 months)Design and delivery of data science and artificial intelligence training courses for engineering, bachelor, and master students.- Teaching machine learning, data engineering, and optimization- Design of educational materials and practical exercises- Supervision of data analysis projects- Introduction to statistical methods and learning models- Use of Python and data science libraries (NumPy, pandas, scikit-learn, pytorch)Total volume: approximately 300 hours of teaching.
- INRIAAI Engineer (PhD) - Modeling & Simulation of Complex SystemsDEFENSE AND MILITARYOctober 2022 - February 2026 (3 years and 4 months)Valbonne, FrancePhD - Artificial Intelligence for Physical SystemsDevelopment of artificial intelligence models to simulate and predict the behavior of complex physical systems (vehicles).Objective:reduce the need for costly physical tests by using simulations based on machine learning.Results:- robust predictive models for vehicle dynamics- validation on real data- operational demonstrator for the Directorate General of Armament
- SAFRANComputer Vision EngineerAVIATION AND AEROSPACEApril 2022 - September 2022 (5 months)Éragny, FranceComputer Vision Engineer - Safran Electronics & DefenseDevelopment of computer vision algorithms for optronic guidance systems in a defense R&D context.- Design and implementation of image processing and deep learning algorithms- Development of algorithm prototypes for target detection and tracking- Analysis and processing of data from optronic sensors- Writing technical specifications and documenting algorithms- Validation of performance in simulated environments
Recommendations
Be the first to recommend Fabien
Help this freelancer shine by sharing your experience working together.
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- MasterUniversité Paris Saclay2020M2 - Traitement de l'information et exploitation des données
- Engineering DegreeESME Sudria2020Mathématiques appliquées à la modélisation statistique