End to End Data Analytics Solution for Train Logistics

Angel Trains

Our Value

Data Science, Project Management, Testing, Delivery

The Client

Angel Trains has been at the forefront of excellence in the UK rail industry since 1994.

"Our legacy of intelligent finance solutions and unrivalled engineering expertise enables us to invest in and deliver rolling stock that reflects the needs of the future UK railway and its passengers."

The Challenge

Train operators needed to detect anomalies in the temperature regulation system in real time. Top Management needed to be able to analyze historical patterns, schedule maintenance procedures and prevent issues thanks to underlying probabilistic models.

The Project

For this logistics company, we were requested to handle the end-to-end data analytics solution, from data modeling and data science techniques to the full DevOps setup and management, including the solution's hosting.

Advanced mathematical models have been applied to evaluate the viability of train fleets' cooling and heating systems. 

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