DevConf.US 2019 has ended
DevConf.us 2019 is the 2nd annual, free, Red Hat sponsored technology conference for community project and professional contributors to Free and Open Source technologies held at the Boston University in the historic city of Boston, USA.

When: Thursday, August 15 to Saturday, August 17, 2018

Venue: Boston University, George Sherman Union Building
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Friday, August 16 • 14:00 - 14:45
Sentiment Analysis service in a DevOps environment

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ML systems are well-positioned to analyze natural language workloads and discover actionable insights in a DevOps environment. However, this presents a challenge when it comes to narrowing down to a system which can generalize to a wide variety of use cases. We discuss the limitations encountered in use of sentiment analysis across various artifacts in a DevOps environment. Also, we show how we improved the service through continuous learning and evolved the system to learn, adapt and produce desirable outcomes for a multitude of use cases. We share the lessons learned while going through the process and demonstrate usage of the framework with examples. Through the presentation, developers will quickly learn how to leverage and implement sentiment analysis into their existing environment.

avatar for Oindrilla Chatterjee

Oindrilla Chatterjee

Red Hat
Oindrilla is a Data Scientist at Red Hat, working in the Office of the CTO on emerging trends and research in ML and AI. Her work has been focused on developing Natural Language Processing tools for core business operations, development and productization processes. She has a Masters... Read More →

Friday August 16, 2019 14:00 - 14:45 EDT
East Balcony GS Union, BU