Railway (French company)
Development of BIM, 3D Point Clouds and Machine Learning (ML) applications
We worked for a major French railway company on the development of applications involving BIM, 3D Point Clouds and Machine Learning.
- 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.
3D Point Clouds
Keys to success
- Expertise in data analysis and machine learning;
- Good understanding of the business needs for the maintenance and safety of its rail infrastructure;
- Ability to integrate models into an effective data analysis platform.