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

Rudra Roy Choudhury

Rudra Roy Choudhury is a seasoned Product Manager with 10+ years of experience building AI-driven platforms, internal tools, and consumer-facing products that power scale and efficiency across SaaS, marketplace, and automation ecosystems. He specializes in designing data-rich, extensible systems that leverage GenAI, machine learning, and experimentation to accelerate onboarding, unlock operational velocity, and deliver measurable business impact across B2B and B2C environments.

Rudra has led high-visibility initiatives driving growth, activation, and workflow automation for both startups and global enterprises - bridging product strategy with technical depth to build tools that empower teams and enhance end-user experience.

Beyond his core work, Rudra is an active thought leader in the AI and product management community, having spoken at global conferences, authored multiple industry publications, and advised early-stage startups as a Board Advisor at Products That Count, where he supports founders on product and AI strategy.

Product Manager II

Rudra Choudhury

I joined this company and in 5 months, I was like - WRONG DECISION!! 🥵 


No, of course I am not going to mention the name of the company here. :P

But I am sure this has happened with so many of you as well. The important thing here is not to get stressed, but figure out the exit plan. And to do that, here're the exact steps that I follow:

→ stay calm, don't panic

→ always keep my resume updated

→ keep honing my interview skills

→ keep building my network

Sometimes we can make a wrong choice, that's okay. What makes the difference is how we turn that challenge into the next opportunity. 💚 

Do you have a similar story? Let me know in the comments.

#jobsearch #hiring #transition #interviewprep #jobapplication #decisionmaking #tips

I’m often “unprofessional” with my mentees - and that’s exactly why they trust me the most. 💜 
Sounds wrong? It’s actually the secret. 🤐 


“Professionalism” is too often mistaken for distance, formality, or control.
To me, it’s simple - it means respect with empathy.

Here’s what that looks like:

→ I go overtime in our meetings - not because I have to, but because I care enough to stay until their questions are truly answered. Sometimes those extra 10 minutes change someone’s confidence entirely.

→ I talk beyond careers - about families, fears, or dreams that have nothing to do with resumes. That’s how real trust forms — when we see each other as people, not profiles.

→ I share my own failures - the mistakes, rejections, and doubts that shaped me. It reminds them that growth isn’t about getting everything right, it’s about never losing the courage to try again.

Be professional. But so be human, too. 💚 

#professionalism #networking #mentorship #collaboration #tips

Want to waste months building AI agents from scratch? Neither did we.

And so, we made the smart choice. 💜  ✨ 

When we kicked off Second Nature’s journey to infuse AI into our business, our strategy was simple: focus where AI can deliver real value today - optimizing internal processes and freeing teams from hours of manual work. We knew we had to move fast, which meant in-house builds were off the table (there’s no prize for reinventing the wheel).

That’s why we chose to partner with Unleash. While their platform is robust, what truly sets them apart isn’t just technology - it’s the partnership. AI isn’t plug-and-play, and Unleash’s level of hands-on service is commendable: deep customizations, a dedicated success manager always in our DMs, and a product that keeps getting better over time.

👋 The results? Multiple teams are saving hours of manual operational labor per use case along with faster access to insights empowering teams to make key business decisions - every single month. Using time saved as our north star, we’re already seeing ROI across different business functions - all with less risk and more speed than building bespoke in-house solutions. Thank you Gil Heiman, Roni Feldsher, & Tamir Peled Sasson for this partnership.

Special thanks to Steven ZoBell & Chris Clarke for your leadership and support in driving this. :)

It’s easy to talk about AI. It’s a lot harder to deliver business impact. 

👉 If you’re running enterprise AI experiments, what’s been your experience - are your platforms truly partners, or just another tool in the belt?"

#Secondnature #Unleash #AI #EnterpriseAI #LLM #AIAgents #Automation

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The Battle

Shaili Guru

Rudra Choudhury

Followers

Posts

Engagements

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Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Shaili Guru's LinkedIn Performance

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