Edge Content Intelligence
Search, News, and dynamic content experiences that moved locally optimized machine-learning models from the server to the edge.
Machine LearningEdge InferenceWindows Shell
Scope
As a Senior Software Architect, I worked on Search, News, and dynamic content across the Microsoft ecosystem.
Engineering
The system processed local and remote signals, optimized machine-learning models on the server, and pushed them to run on the edge. I also implemented a customizable experience that aggregated feeds across social and news sources.
Outcome
The platform delivered personalized dynamic content with a consistent experience across devices and platforms, while bringing more inference closer to the user.