I build AI products from zero to one, and I teach others how to do the same.Over 12+ years, I've taken AI/ML products from proof-of-concept to launch at Amazon, Nike, T-Mobile, and Disney. The work I love most is early-stage: validating ideas, getting executive greenlight, and shipping MVPs that prove value before scaling. At Nike, that approach drove a $100M annual reduction in product returns.I also teach what I build. I co-created and lead the AI Product Management Certificate at the University of Washington, where experienced PMs ship real GenAI products complete with evaluation plans and GTM strategies. Previously, I trained 4 cohorts at Product School.What I bring: the ability to translate messy AI capabilities into clear product value, align technical and business stakeholders, and move fast without breaking trust. I write about AI PM craft at aipmguru.substack.com.I'm currently exploring opportunities to lead 0→1 AI product work at companies solving meaningful problems. I'm especially energized by AI in healthcare and education, though I'm open to any domain where the product can genuinely improve lives. 

Shaili Guru

Hemant Bothra and I are running an in-person workshop where we're going to build something together - in the same room, like the old days.

3 hours. You'll leave with a working tool.

No coding experience needed (you read that right). We'll use Cursor (an AI coding assistant) and walk through everything step by step. If you've ever been curious about "vibe coding" but didn't know where to start, this is it.

Good fit if you're a PM who wants to actually build things, or just someone who learns better by doing than watching.

AI/ML Product Leader | Driving Innovation with AI | PM Mentor and Advisor

Open article: Build Your First AI Tool: ChatGPT Output Cleaner Workshop · Luma by luma.com

Build Your First AI Tool: ChatGPT Output Cleaner Workshop · Luma

I am a Senior Business Systems Analyst focused on harnessing AI, data, and automation to solve complex business challenges and deliver measurable impact. With over 15 years of experience across healthcare, gaming, and software industries, I bring a track record of transforming operations, driving innovation, and building scalable solutions that align technology with business priorities.

My recent work centers on applying AI in real-world, high-value use cases. At Intuit, I led the creation of an AI-powered contract summarization tool that condensed 25–100 page agreements into concise 3–4 page summaries with embedded references. This solution, now fully integrated into the procurement workflow, has saved finance and operations teams up to 50 percent of approval time and was deployed from prototype to production in just six months. 
I have developed Requisition management tool that now forms the foundation for a generative AI model, advancing sourcing efficiency and business agility.

Earlier in my career, I delivered enterprise-wide process improvements through ERP and automation projects. At Verathon Medical, I conducted a comprehensive process mining analysis of purchase requisition workflows and implemented ERP solutions that reduced requisition-to-purchase order conversion time by 60 percent. At Nintendo of America, I built a revenue dashboard that improved inventory management and aligned sales with revenue goals. Across multiple organizations, I have led automation initiatives that eliminated manual processes, accelerated decision-making, and supported significant revenue growth.

I bring expertise in SQL, Python, Tableau, Power BI, and AI-driven applications, complemented by a Caltech Data Science Certification that deepened my technical and analytical capabilities. Beyond the tools, I am committed to building trusted partnerships, leading cross-functional teams, and ensuring adoption and long-term value from every solution I deliver.

What drives me most is creating systems that simplify complexity, empower people, and generate sustainable business impact. If your organization is exploring how AI and automation can unlock new opportunities, I welcome the chance to connect.

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The Battle

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Pradnya Sahasrabudhe

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Engagements

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