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Madhuri
Peri
Technology Executive, Solution Architecture
AWS
Madhuri Peri is a technology executive and AI leader at Amazon Web Services (AWS), where she leads Data & AI solution architecture and go-to-market initiatives for enterprise customers. With deep expertise spanning generative AI, machine learning, cloud architecture, and data analytics, she has spent more than a decade helping global organizations scale AI-driven transformation and deliver measurable business outcomes. Across her career at AWS, Madhuri has founded and scaled multiple high-growth practices spanning AI/ML, IoT, cloud modernization, and machine learning at the edge, contributing to hundreds of millions in business growth. She has led global enablement programs, launched AI solution accelerators, and advised Fortune 100 organizations on AI strategy, architecture, and adoption. A frequent speaker and advocate for practical AI implementation, Madhuri is passionate about helping organizations move from experimentation to production-ready AI systems that drive real customer impact.
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22 September 2026 16:15 - 16:45
Grounded Eval-Driven Development Approach for Product Managers and Domain Experts building AI Agents
This talk introduces Grounded Eval-Driven Development (GEDD) — a novel approach that puts product managers and domain experts at the center of AI agent evaluation. Borrowing qualitative research techniques from social science (Open Coding, Axial Coding, and the Paradigm Model), GEDD provides a systematic, repeatable process to discover failure patterns from real agent behavior, categorize them into meaningful quality criteria, and collaborate with ML engineers to operationalize them at scale using LLM-as-a-Judge.