This article covers the challenges in dispatching operations and additional issues that emerged during development, followed by a summary of the impact delivered by the vehicle slot feature.
This article describes the requirements of our shift optimization system, how we translated those requirements into a mathematical optimization framework, and an interactive shift scheduling system using AI agents.
This article explains Large Neighborhood Search, how we applied it to our ride-sharing service, and an overview of the system architecture.
This article explores how Pulumi's unique approach to infrastructure management has transformed our Platform Engineering practices, enhanced developer productivity, and improved our infrastructure reliability
We recently released a timetable feature to fill vacant seats in our airport shared-ride service. This post explains the feature overview and system design.
As an introduction to our automated dispatch assignment system, this article covers the system overview, assignment logic, monitoring approach, and our plan to introduce deep reinforcement learning.
I had been thinking about flexible system customization using JsonLogic as a topic for a tech blog post, but I wanted to add an extra twist. I wondered what would happen if I combined it with the recently popular ChatGPT, and the results were surprisingly good — so I rewrote the post with a new title.