Inside the Engine: CMT Engineering

Building towards a Flexible Dynamic Autoscaling Architecture with Ray / EKSRay - Part 1
In today’s data-centric landscape, organizations increasingly depend on processing vast datasets to extract actionable insights and maintain a competitive edge. However, as data volumes grow, traditional data processing platforms (such...
March 19, 2025

Scaling Deep Learning Workflows with EKSRay: Leveraging DDP and FSDP on Ray and Kubernetes
Deep Learning has evolved to handle more complex models and larger datasets than ever before. At CMT, we leverage this technology to power telematics solutions that enhance road safety and...
February 26, 2025

Building an App Review Classifier and Visualization
At Cambridge Mobile Telematics, we’re always improving our services and products, with the goal of keeping roads and drivers safe. Understanding our consumers’ feedback and translating it into actionable insights...
January 29, 2025

Reproducible, Painless Developer Environments
Onboarding to an engineering team can be difficult. Even with good onboarding documentation and helpful colleagues, it can be challenging to get up to speed with a new problem domain...
November 22, 2024

Project Unity: Accelerating Delivery by Rebuilding CMT’s Mobile Frameworks
At CMT, we are constantly striving to provide the best customer experience across all our applications. As part of this mission, we embarked on a journey called “Project Unity,” which...
June 21, 2024