Data platforms and analytics
Project
Reusable AI Infrastructure
We propose an end-to-end reusable AI infrastructure that automates the whole life-cycle of AI-driven applications from data ingestion and validation, feature engineering, choice of predictive technique, training, deployment of ML models to a REST endpoint,…
Tool
Synthetic data showcase
Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis. In many cases, the best way to share sensitive datasets is not to share the actual sensitive datasets, but user interfaces to derived…
Project
Health Cloud & Platform
The Microsoft Health Cloud & Platform team envisions making health data accessible, easy to use and available to all healthcare workers and organizations as they need it. Data interoperability is at the core of our…