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June 23 - 25, 2025
Denver, Colorado
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Note: The schedule is subject to change.

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Intelligent CI/CD Pipelines: Leveraging AI/ML for Predictive Failure Detection - Aishwarya Sharma, Amdocs; Anindita Tripathy, VMWare; Shubham Parasher, Dream11
Tuesday June 24, 2025 2:30pm - 2:50pm MDT
Bluebird Ballroom 3B
Modern CI/CD Pipelines generate vast amounts of build, test, and deployment data- making it challenging to detect issues before they impact production. In this session, we explore how AI and ML can transform your CI/CD process by predicting failures before they occur. You'll learn how to collect and process pipeline data(logs, test outcomes, resource metrics) to train models that detect subtle patterns indicative of future failures. This talk covers practical strategies for feature engineering, model integration using popular open source tools, and real-world case studies that demonstrate reduced downtime and optimised testing. Attendees will leave with a clear, actionable roadmap for embedding predictive analytics into their pipelines to drive proactive, resilient software delivery
Speakers
avatar for Aishwarya Sharma

Aishwarya Sharma

DevOps Specialist, Amdocs
Aishwarya Sharma is a DevOps specialist with a passion for leveraging open source technologies to optimise CI/Cd pipelines and cloud operations. With expertise in integration AI/ML for predictive analytics, she empowers teams to enhance software deliver efficiently and resilience... Read More →
avatar for Anindita Tripathy

Anindita Tripathy

SRE, VMWare
Anindita Tripathy is working as SRE in VMWare, specialised in building, deploying, and maintaining cloud-based infrastructure and CI/CD pipelines. She has deep passion for optimizing workflows, ensuring high availability, and fostering collaboration between development and operations... Read More →
avatar for Shubham Parasher

Shubham Parasher

Product Manager, Dream11
Shubham parasher is a product manager renowned for his expertise in managing products, cloud infrastructure and kubernetes solutions. Shubham has made significant contributions to the tech industry, particularly within the domain of fantasy sports and gaming platforms. Currently working... Read More →
Tuesday June 24, 2025 2:30pm - 2:50pm MDT
Bluebird Ballroom 3B
  cdCon
  • Audience Experience Level Any

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