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Tuesday, October 16 • 11:30am - 11:50am
DevOps for AI Applications

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With the booming adoption of AI applications there is a need to better integrate the process of creating, updating and maintaining ML models in a standard Continuous Integration/Continuous Deployment (CI/CD) pipeline. A CI/CD pipeline in software development provides control of releasing the right version to the right environment, ability to rollback in case of an error and ability to manage the process. In this talk, we will walk over the process of automating model operationalization and deployment across different environments from our learnings from customers and internal products.

avatar for Richin Jain

Richin Jain

Software Engineer, Microsoft
Richin is a Software Engineer in the Cloud AI team at Microsoft. He focuses on building AI and ML solutions to solve real business problems for enterprise customers in multiple domains. Prior to Microsoft, he worked on data analytics and identity management at Nokia/HERE Technolo... Read More →

Tuesday October 16, 2018 11:30am - 11:50am EDT
Deborah Sampson