Industry

• Transport & Logistics (French company)

Challenge

• Development of BIM, 3D Point Clouds and Machine Learning (ML) applications

Context

We worked for a major French railway company on the development of applications involving BIM, 3D Point Clouds and Machine Learning.

Solution

• Analysis of maintenance data and identification of bottlenecks;
• Implementation of machine learning models for anomaly detection and predictive maintenance;
• Development of algorithms for processing 3D point cloud data to detect objects;
• Integration of the models into a data analysis platform.

Technologies

• Python
• Batch
• Spring Boot
• Angular 9
• 3D Point Clouds

Keys to success

1. Expertise in data analysis and machine learning;
2. Good understanding of the business needs for the maintenance and safety of its rail infrastructure;
3. Ability to integrate models into an effective data analysis platform.