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

julho 24, 2026 | 12:30 - 1:30 AM (UTC) Tempo Universal Coordenado UTC

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

julho 24, 2026 | 12:30 - 1:30 AM (UTC) Tempo Universal Coordenado UTC

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

julho 24, 2026 | 12:30 - 1:30 AM (UTC) Tempo Universal Coordenado UTC

Formato:
Transmissão ao vivo

Tópico: Aplicativos de IA

Linguagem: Inglês

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

Palestrantes

Advitya Gemawat
- Machine Learning Engineer 2 – Windows
Microsoft
Debjyoti Paul
- Applied Scientist
Amazon
Kriti Faujdar
- Senior Product Manager, Microsoft Security AI Research
Microsoft