Gayatri Tavva
Gayatri Tavva
Senior Data Engineer, Amazon
Title of Talk:
Privacy by Architecture: Sharing Sensitive Data Without Surrendering Control
Abstract
As AI makes data more accessible, the hard problem is no longer storing sensitive information but sharing it without losing control. This keynote argues that confidentiality belongs in the architecture itself, through governed access, privacy-preserving machine learning, and provable auditability, enabling enterprises to use high-stakes data at speed while sustaining trust as systems grow autonomous.
Brief Profile
Gayatri Tavva is a Senior Data Engineer at Amazon and an international speaker, mentor, and AI governance advocate with over 16 years of experience in data engineering and analytics. She specializes in AI governance, agentic AI, enterprise data platforms, and scalable cloud architectures. Her work focuses on building trustworthy, compliant, and intelligent systems that enable responsible AI adoption at scale.