Event PAST

Production-Ready AI Systems: Security, Evaluation & Data Platforms

24 July Online

About this event

Modern AI systems require more than powerful models—they require security, evaluation, governance, and continuous improvement. This session combines lessons from production AI agent security with real-world LLM evaluation and fine-tuning workflows.

Topics may include prompt injection, tool abuse, memory poisoning, defense-in-depth architectures, custom evaluation frameworks, Azure OpenAI fine- tuning, and practical engineering lessons learned from deploying AI-powered systems.

Key Takeaways:

  • Understand security challenges in AI agents
  • Learn practical defense patterns for production AI
  • Explore LLM evaluation methodologies
  • Understand fine-tuning workflows using Azure OpenAI
  • Apply production engineering best practices to AI systems

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