Scale Evals Without the Chaos

Hosted by Aishwarya Naresh Reganti

Sat, Feb 21, 2026

5:00 PM UTC (45 minutes)

Virtual (Zoom)

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Building Agentic AI Applications with a Problem-First Approach
Aishwarya Naresh Reganti and Kiriti Badam
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What you'll learn

Deploy evals without slowing down your team

Learn sampling strategies that catch problems at scale without evaluating every single response

Set up production monitoring that actually works

Implement alert systems that flag drift and failures before users complain

Avoid the 5 mistakes that kill AI products

Recognize the misconceptions (like "more data always helps") that trap most teams in evaluation purgatory

Why this topic matters

Your AI product passed testing. Now what? The gap between "works in development" and "works in production" destroys more AI projects than bad models ever will. Real users behave differently than test cases. Edge cases multiply. And without the right monitoring, you won't know something broke until your support queue explodes. This session gives you a battle-tested playbook for evaluating AI system

You'll learn from

Aishwarya Naresh Reganti

AI Founder & Advisor to F500 Leaders

Aishwarya Naresh Reganti is an Applied Science Tech Lead and leads initiatives to develop and deploy production-ready generative AI solutions enterprise clients. With over 9 years of experience in machine learning, she has published more than 35 research papers at top-tier AI conferences, including NeurIPS, AAAI, and CVPR.

Aishwarya has taught professional courses on generative AI at renowned institutions like MIT and Oxford. She has also designed free courses that have reached over 8,000 students globally and have formed the foundation for several academic programs and industry training curricula.

Recognized as one of the most prominent voices in enterprise AI, with over 95,000 professionals following her on LinkedIn, she is a sought-after thought leader frequently invited to speak at leading conferences and events, including TEDx, MLOps World, and ReWork.

Aishwarya actively collaborates with leading research professors and provides strategic advisory to organizations, enabling them to harness AI effectively to address complex business challenges.


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