The 3 Validation Traps That Kill 90% of AI Side Projects

Hosted by Rupa Chaturvedi and Sunny Patneedi

Tue, Aug 26, 2025

4:00 PM UTC (1 hour)

Virtual (Zoom)

Free to join

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AI Product Validation Intensive
Rupa Chaturvedi and Sunny Patneedi
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What you'll learn

The Personal Pain Trap

Before writing code, validate whether your problem is worth solving and paying for using a tried and tested framework

The Demo Applause Trap

Your AI can sound smart but still confuse users. Learn why clarity beats coherence—and how to design for efficacy.

The Stack Analysis-Paralysis Trap

Too many AI tools, not enough clarity? Learn a simple UX-first framework to make confident architecture choices.

Why this topic matters

Too many AI tools, not enough clarity? You’re not alone. With new models, APIs, and platforms launching daily, it’s easy to get overwhelmed. In this session, we’ll cut through the noise and introduce a simple, user-first validation framework to help you make confident AI product and architecture choices—ones that are primed for product-user fit, not just technical hype.

You'll learn from

Rupa Chaturvedi

AI UX Design Leader, Founder - Human Centered AI Institute

Rupa Chaturvedi is a product design leader with 15+ years of experience at Amazon, Google, Uber, and AI startups. She’s the founder of Human Centered AI Institute, offering coaching and corporate training in AI product design. Rupa has contributed to key AR/AI/ML technologies at Amazon and Uber and holds an MS in Product Design from Stanford. She’s also an inventor with 18+ patents, a UX design instructor at Stanford, and a mentor in the tech and food startup spaces.

Sunny Patneedi

AI Engineering Leader, Founder - SayMake, building an AI mentor for every child

Sunny Patneedi is an AI Engineering Leader with 20 years of experience at Apple, Microsoft, and Salesforce. He led teams at Apple Maps, where he architected machine learning and distributed data systems, shaping key iOS releases. Frustrated by tech professionals' struggles to turn AI ideas into profitable businesses, Sunny left corporate leadership to focus on helping others succeed. Through his Maven course and newsletter, he offers proven frameworks to help professionals build AI products, validate ideas, and accelerate from concept to revenue. With a Computer Engineering degree from Iowa State and Executive Education from Stanford, Sunny combines technical expertise with entrepreneurial grit to help you launch your AI side hustle faster.

Previously at

Amazon
Google
Uber
Apple
Microsoft

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