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Microsoft Reactor

Join Microsoft Reactor and engage with developers live

Ready to get started with AI and the latest technologies? Microsoft Reactor provides events, training, and community resources to help developers, entrepreneurs and startups build on AI technology and more. Join us!

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

24 July, 2026 | 12:30 AM - 1:30 AM (UTC) Coordinated Universal Time

  • Format:
  • alt##LivestreamLivestream

Topic: AI Applications

Language: English

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

Speakers

  • Advitya Gemawat

    • Machine Learning Engineer 2 – Windows

    Microsoft

  • Debjyoti Paul

    • Applied Scientist

    Amazon

  • Kriti Faujdar

    • Senior Product Manager, Microsoft Security AI Research

    Microsoft

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