Remy Fouchereau

Assisting in the routing of boats to reduce their consumption.

Modeling boat consumption based on environmental conditions. (Wind, water temperature, current, wave height...)

From data retrieval to model delivery via API, including cleaning, modeling, and testing steps...

Anomaly detection and physical modeling mission, I am involved in this project with a strong technological and innovative component to exploit and enhance data from numerous sensors.

Managing the analysis of sensor data for a project aimed at optimizing the traction of large tonnage vessels via a kite wing. My role is to structure, clean, and enrich the data to ensure its usability for optimizing system performance.

I perform advanced pre-calculations combining mathematical and physical models to model aerodynamic interactions, traction forces, and system dynamics. This approach allows for refining simulations and improving piloting algorithms by integrating real constraints and uncertainties.

For 5 years within an ESN-Startup, I developed and deployed predictive and analytical models for various sectors such as agriculture, food processing, automotive, and industry. My expertise has focused on the exploitation of sensor data, imaging, and physical modeling to optimize system performance and quality.

Key projects and expertise developed:

✅ Agriculture & Food Processing:

Modeling crop growth by integrating climate data and sensors.

Detection of quality problems via multi/hyperspectral imaging and advanced signal analysis.

✅ Automotive & Industry:

Detection and classification of corrosion on metal parts via computer vision.

Predictive modeling of failures and condition-based maintenance based on industrial sensors.

By combining physical modeling and machine learning, I was able to provide tailor-made and operational solutions to companies, allowing them to optimize their processes and better exploit their data.