Reducing Human Intervention in Software Delivery through ML

With the adoption of Microservices architectures, Kubernetes, and public clouds, the barriers to rapid innovations are coming down. However, the last hurdle is the human intervention during various stages of software delivery. These interventions could be for verification, diagnostics, approvals, policy checks, or audits. These steps need to be automated intelligently to achieve the speed the business requires. This talk covers some of the challenges and how ML-based systems can intelligently make automated decisions for safer, consistent deployments.

Who is this presentation for?
DevOps and Ops Engineers as well as Software development teams

Prerequisite knowledge:
CI/CD basics, Basic understanding of ML techniques

What you'll learn?
How to reduce or eliminate human interventions by intelligently automating various decisions in a software delivery life cycle.

Balaji is VP of Product at OpsMx where he is focussed on helping enterprises deliver software faster through intelligent software delivery platform. Balaji brings 15+ years of experience in product management and marketing in the enterprise software space. Prior to OpsMx, Balaji was head of product management at Cisco for cloud native solutions and network virtualization products portfolio. Balaji is an active speaker in major industry conferences and author of 2 books in the networking domain. Balaji holds an MBA from Wharton School of Business, Masters in Computer Engineering from University of Arizona and a Bachelor of Engineering from College of Engineering, Guindy, India