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The Importance of DevOps in AI Deployments

Event artwork for The Importance of DevOps in AI Deployments

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About this event

What to expect

Bringing AI models from experimental notebooks into production at scale requires more than just good code — it demands robust DevOps practices that bridge innovation with operational stability. This Nottingham meetup explores how to deploy AI-driven applications into production environments without compromising security, reliability, or development velocity.

Hosted by DevOps Notts at Fothergill House in Nottingham city centre, this technical session examines the unique challenges of managing AI application lifecycles. As AI transitions from prototype to core business logic, traditional deployment approaches often fall short. The talk focuses on implementing effective CI/CD pipelines specifically designed for AI workloads, addressing the complexities of model versioning, data dependencies, and inference performance monitoring.

What You'll Learn

The session covers modern architectural approaches using serverless technology to deploy AI systems that can scale globally while maintaining the guardrails necessary for autonomous operation. You'll explore how to balance rapid experimentation — essential for AI development — with the reliability engineering principles required for production systems handling real user traffic.

Key topics include:

  • Building CI/CD pipelines tailored for AI application deployment
  • Implementing security controls for AI-driven services
  • Leveraging serverless architectures for scalable inference
  • Creating effective guardrails for autonomous AI systems
  • Maintaining engineering velocity while ensuring production stability

Event Format

Doors open at 18:00 for informal networking, with the main talk beginning at 18:30. Following the presentation at 19:15, pizza will be served while attendees discuss DevOps practices, share experiences, and connect with fellow engineers working at the intersection of AI and infrastructure. The event wraps up at 20:00.

Who Should Attend

This meetup is ideal for DevOps engineers, SREs, platform engineers, and software developers responsible for deploying and maintaining AI systems in production. Whether you're planning your first AI deployment or optimizing existing ML pipelines, you'll gain practical insights into making AI applications production-ready.

The venue is conveniently located at Fothergill House on King Street in Nottingham's city centre, easily accessible by public transport.

[Register for this event](https://www.meetup.com/devops-notts/events/31465968

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