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

Senior Product Manager, Employee Benefits

I am a seasoned Benefits and HR Technology Product Manager with over 20 years of experience designing and delivering innovative solutions that enhance employee experiences while driving efficiency and cost savings. With a proven track record in benefits administration, HR technology, and payroll systems, I specialize in transforming complex processes into seamless, scalable, and impactful programs for global organizations.

In my current role, I lead transformative initiatives that impact over 1.5 million Amazon employees and their dependents worldwide. Notable achievements include the complete system development and insourcing of benefits administration, encompassing solutions for eligibility and policy management, life event orchestration, out-of-order event processing and reconciliation, benefit calculations, and payroll deduction generation. Additionally, I spearheaded the implementation of a benefits-centric generative AI chatbot for US employees.

My expertise spans core system development, vendor integrations, user-centric design, and scalable HR technology solutions tailored to meet the evolving needs of employees across the globe.  Passionate about advancing HR technology, I am on a mission to revolutionize benefits administration by leveraging cutting-edge tools like AI to simplify access, improve accuracy, and deliver exceptional value to both employees and organizations.

I thrive in collaborative, cross-functional environments, partnering with engineering, UX, and leadership teams to drive innovation. My goal is to empower teams and partners to achieve their highest potential and set a new standard for excellence in benefits administration and HR technology.

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