pmcurve

Wall of Love for pmcurve

Check pmcurve
Nikhil Kumar

Product Manager - ConveGenius.AI

My unwavering love for greens and my sheer negligence in maintaining them make for a deadly combination — a Certified Plant Killer 🥀 So I built Project Maali — an AI gardening companion for your daily indoor gardening needs. Built as a Capstone under the guidance of Deepak and his team at pmcurve, alongside a sharp cohort of product folks, each solving their own real problem. Sincerely thankful to his continuous support and for providing this opportunity. Maali is not just another plant-purchase app. It: 🪴 Curates what you can grow based on your city's weather, sunlight, and the effort you're willing to put in. 📸 Identifies a plant from a photo and helps you set it up. 🩺 Diagnoses issues from a photo or text — like describing it to a knowledgeable friend. ⛅ Sends weather-aware care alerts for the plants at risk today. As a PM, the Evals were the special part. I built a 50-case eval set and graded every AI response round over round. Pass rate went from 50% to 90% across 5 rounds — not by guessing what "good" means, but by measuring it and fixing root causes. Maali isn't about getting you to buy a plant — it's about turning a "Plant Killer" into a "Certified Plant Lover." And if you've ever kept a plant alive for less than a month, give Maali a try and tell me what you feel: https://lnkd.in/dEiAB5F4 🌱
My unwavering love for greens and my sheer negligence in maintaining them make for a deadly combination — a Certified Plant Killer 🥀 So I built Project Maali — an AI gardening companion for your daily indoor gardening needs. Built as a Capstone under the guidance of Deepak and his team at pmcurve, alongside a sharp cohort of product folks, each solving their own real problem. Sincerely thankful to his continuous support and for providing this opportunity. Maali is not just another plant-purchase app. It: 🪴 Curates what you can grow based on your city's weather, sunlight, and the effort you're willing to put in. 📸 Identifies a plant from a photo and helps you set it up. 🩺 Diagnoses issues from a photo or text — like describing it to a knowledgeable friend. ⛅ Sends weather-aware care alerts for the plants at risk today. As a PM, the Evals were the special part. I built a 50-case eval set and graded every AI response round over round. Pass rate went from 50% to 90% across 5 rounds — not by guessing what "good" means, but by measuring it and fixing root causes. Maali isn't about getting you to buy a plant — it's about turning a "Plant Killer" into a "Certified Plant Lover." And if you've ever kept a plant alive for less than a month, give Maali a try and tell me what you feel: https://lnkd.in/dEiAB5F4 🌱
Read more

Sidharth Sundaram

Head of Community Product Management Club @ Purdue

Anybody who knows me knows there's no person more than Deepak Singh who has influenced the way I think, talk and discuss product. SO, I'm very happy to share that the last few months, I've worked on understanding, learning, and applying concepts of AI to learn about AI Product Management from pmcurve! The project I worked on: Cleared (https://lnkd.in/gMMkc7RT) It's an AI agent that triages workspace access requests by refusing when it can't verify the evidence, escalating to a human when judgment is needed, and showing its evaluation methodology in the product so reviewers can audit how it makes decisions. A couple of decisions I'm proud of: 1. My first target for the reasoning-quality tests was 39 out of 40. Then I realised that a perfect score would have taught me nothing. So I reframed the whole tier from "prove it works" to "find where it breaks." Pass rate dropped to 2 of 12. Those 10 misses became the v2 spec, and have not become defects to hide. 2. Every LLM judge criterion got validated against deliberately-bad synthetic outputs before it touched real seeds. If the judge can't catch outputs I hand-crafted to fail, it can't be trusted to grade the real ones. Learning to create an agentic product was a painful process. Lots of days were spent in pain really trying to internalise things I'd learnt. But, there's no gain without pain. And I believe this pain was worth it :) For any HMs reading, i'm looking for full-time PM-II roles. I'd love to discuss how I approach AI products with you! To learn more about me: https://lnkd.in/gXuFgzB4
Anybody who knows me knows there's no person more than Deepak Singh who has influenced the way I think, talk and discuss product. SO, I'm very happy to share that the last few months, I've worked on understanding, learning, and applying concepts of AI to learn about AI Product Management from pmcurve! The project I worked on: Cleared (https://lnkd.in/gMMkc7RT) It's an AI agent that triages workspace access requests by refusing when it can't verify the evidence, escalating to a human when judgment is needed, and showing its evaluation methodology in the product so reviewers can audit how it makes decisions. A couple of decisions I'm proud of: 1. My first target for the reasoning-quality tests was 39 out of 40. Then I realised that a perfect score would have taught me nothing. So I reframed the whole tier from "prove it works" to "find where it breaks." Pass rate dropped to 2 of 12. Those 10 misses became the v2 spec, and have not become defects to hide. 2. Every LLM judge criterion got validated against deliberately-bad synthetic outputs before it touched real seeds. If the judge can't catch outputs I hand-crafted to fail, it can't be trusted to grade the real ones. Learning to create an agentic product was a painful process. Lots of days were spent in pain really trying to internalise things I'd learnt. But, there's no gain without pain. And I believe this pain was worth it :) For any HMs reading, i'm looking for full-time PM-II roles. I'd love to discuss how I approach AI products with you! To learn more about me: https://lnkd.in/gXuFgzB4

AY
Afnaan Yousuf

Senior Product Manager - Victoria’s Secret & Co.

As part of my Advanced AI PM course with PMcurve with Deepak Singh, I took on a simple challenge: 👉 Go from idea → product → live website using only AI tools. Built a No BS skincare MVP website without any Payment Gateway integration or Search Engine. Pleasantly surprised to see how beautifully it all came together with almost no bugs! Here’s what I accomplished: - Used ChatGPT to think through product requirements, flows, and structure - Utilized Lovable (with free credits) to bring it to life - Shipped this in approximately 2 hours: https://lnkd.in/g9g8g_NB No code. No design tools. Just structured thinking combined with the right prompts. A few reflections from this experience: - AI doesn’t replace product thinking; it amplifies it. - The quality of output is directly tied to how clearly you can define the problem. - Speed of execution is becoming a significant differentiator for PMs. I am still early in my journey of exploring AI Product Management, but experiences like this are making it clear — the role is evolving rapidly, and hands-on experimentation is essential. Next up building something different and relevant using Claude Code and Claude Design using Free Credits only!
As part of my Advanced AI PM course with PMcurve with Deepak Singh, I took on a simple challenge: 👉 Go from idea → product → live website using only AI tools. Built a No BS skincare MVP website without any Payment Gateway integration or Search Engine. Pleasantly surprised to see how beautifully it all came together with almost no bugs! Here’s what I accomplished: - Used ChatGPT to think through product requirements, flows, and structure - Utilized Lovable (with free credits) to bring it to life - Shipped this in approximately 2 hours: https://lnkd.in/g9g8g_NB No code. No design tools. Just structured thinking combined with the right prompts. A few reflections from this experience: - AI doesn’t replace product thinking; it amplifies it. - The quality of output is directly tied to how clearly you can define the problem. - Speed of execution is becoming a significant differentiator for PMs. I am still early in my journey of exploring AI Product Management, but experiences like this are making it clear — the role is evolving rapidly, and hands-on experimentation is essential. Next up building something different and relevant using Claude Code and Claude Design using Free Credits only!

Ajit Nandakumar Mannargudi

Product Management Consultant | Strategic Sabbatical

I have invested in several great AI and Product Management courses over the last few years but my recent experience with the `Advanced AI Product Management` program from pmcurve was different. It was not just about adding tools to the kit. It was about "Calibration". Deepak Singh is a rare kind of Product Coach with deep wisdom. He has a profound ability to step back and connect the dots between industry trends, psychology and history and raw data. The way he coached us was like a game of Tetris. He helps you look at your own experiences and shift the pieces until they finally click into place. We covered the full spectrum from ML fundamentals to the nuances of LLMs and RAG and Agents and Evals. The lessons remained grounded in PM fundamentals the whole way through. Importantly, this journey has given me immense leverage and the confidence to solo build an enterprise product, that I am currently working on. If you are serious about product management and ready to put in the time to leverage AI then I highly recommend his courses. On a lighter note, this course has some side effects. When my wife who is a dermatologist asks me to research something for her, I now provide her output from three different models. In return, I ask her to provide a user scoring rubric on my Eval metrics 🤓.
I have invested in several great AI and Product Management courses over the last few years but my recent experience with the `Advanced AI Product Management` program from pmcurve was different. It was not just about adding tools to the kit. It was about "Calibration". Deepak Singh is a rare kind of Product Coach with deep wisdom. He has a profound ability to step back and connect the dots between industry trends, psychology and history and raw data. The way he coached us was like a game of Tetris. He helps you look at your own experiences and shift the pieces until they finally click into place. We covered the full spectrum from ML fundamentals to the nuances of LLMs and RAG and Agents and Evals. The lessons remained grounded in PM fundamentals the whole way through. Importantly, this journey has given me immense leverage and the confidence to solo build an enterprise product, that I am currently working on. If you are serious about product management and ready to put in the time to leverage AI then I highly recommend his courses. On a lighter note, this course has some side effects. When my wife who is a dermatologist asks me to research something for her, I now provide her output from three different models. In return, I ask her to provide a user scoring rubric on my Eval metrics 🤓.

Gunjan Maheshwari

Group Product Manager API - Bazaarvoice

Currently going deeper through Deepak Singh's Advanced AI Product Management program at — because in this space, you never stop building and never stop learning. I built QUELL — India's first hard-water defense skincare brand. Barrier-first formula. Dermatologist tested. Made for Indian conditions. Priced right where Indian customers actually convert. No agency. No dev team. No co-founder. Just structured thinking + an AI-augmented build stack: → Claude — brand positioning, copy, and product storytelling → Claude Code terminal — built the entire storefront from scratch → Vercel — deployed, live, and production-grade in days Most product portfolios have decks and frameworks. This one has a live URL. Steep learning curve. Worth every hour. I built this solo with AI. No agency, no team.

Built solo, end to end: TypeScript, Next.js, Supabase hybrid search, Claude, MCP connectors. Live on Vercel.

Demoed this week at pmcurve , cohort of 50 AI Product Builders and Deepak Singh — thank you for feedback that was specific, challenging, and generous. It's already reshaping the roadmap.It has taken me rigorous 12 weeks to understand every bit and reach here.

 👉 quell-skincare.vercel.app — explore here!
Currently going deeper through Deepak Singh's Advanced AI Product Management program at — because in this space, you never stop building and never stop learning. I built QUELL — India's first hard-water defense skincare brand. Barrier-first formula. Dermatologist tested. Made for Indian conditions. Priced right where Indian customers actually convert. No agency. No dev team. No co-founder. Just structured thinking + an AI-augmented build stack: → Claude — brand positioning, copy, and product storytelling → Claude Code terminal — built the entire storefront from scratch → Vercel — deployed, live, and production-grade in days Most product portfolios have decks and frameworks. This one has a live URL. Steep learning curve. Worth every hour. I built this solo with AI. No agency, no team.

Built solo, end to end: TypeScript, Next.js, Supabase hybrid search, Claude, MCP connectors. Live on Vercel.

Demoed this week at pmcurve , cohort of 50 AI Product Builders and Deepak Singh — thank you for feedback that was specific, challenging, and generous. It's already reshaping the roadmap.It has taken me rigorous 12 weeks to understand every bit and reach here.

 👉 quell-skincare.vercel.app — explore here!

Sourav Das

Senior Platform Product Manager - A.P. Moller - Maersk

The PMCurve course led by the ever amazing Deepak Singh gave me the frameworks to actually ship this - from AI evaluation strategy to context engineering. I've known Deepak since our IIT Kharagpur days, 15 years ago. His book Tech Simplified was a big reason I made the jump to Product Management in the first place. Learning from him again felt full-circle 🙂

 Built the full stack with Claude Code by Anthropic - Next.js on the frontend, Supabase for the backend and real-time database, Vercel for deployment, and the Anthropic Claude API powering the AI.

So when I needed a capstone project for the Advanced AI Product Management course by pmcurve that I recently completed, the choice was obvious. The trigger was simpler than that though - I was tired of paying sporadic Kahoot subscriptions just to run party quizzes for my friends.

Quizzinga is what came out of it. AI generates questions from any topic or PDF, participants join with a link (no sign-ups), and the whole thing is free - including the analytics and leaderboard that competitors put behind paywalls. https://www.quizzinga.app/
The PMCurve course led by the ever amazing Deepak Singh gave me the frameworks to actually ship this - from AI evaluation strategy to context engineering. I've known Deepak since our IIT Kharagpur days, 15 years ago. His book Tech Simplified was a big reason I made the jump to Product Management in the first place. Learning from him again felt full-circle 🙂

 Built the full stack with Claude Code by Anthropic - Next.js on the frontend, Supabase for the backend and real-time database, Vercel for deployment, and the Anthropic Claude API powering the AI.

So when I needed a capstone project for the Advanced AI Product Management course by pmcurve that I recently completed, the choice was obvious. The trigger was simpler than that though - I was tired of paying sporadic Kahoot subscriptions just to run party quizzes for my friends.

Quizzinga is what came out of it. AI generates questions from any topic or PDF, participants join with a link (no sign-ups), and the whole thing is free - including the analytics and leaderboard that competitors put behind paywalls. https://www.quizzinga.app/
Read more

Kala P

AI Product Builder

Yesterday was month-end, and I was updating my expenses. That's when I noticed one category had grown: AI Subscriptions & Tokens. It hit me that I'm no longer just paying to use AI. I'm paying for the AI that powers the products I'm building. For me, that's the first tangible sign that I've crossed from learning AI to building with AI. A big thank you to Deepak Singh and pmcurve for helping me make that transition. 🙏
Yesterday was month-end, and I was updating my expenses. That's when I noticed one category had grown: AI Subscriptions & Tokens. It hit me that I'm no longer just paying to use AI. I'm paying for the AI that powers the products I'm building. For me, that's the first tangible sign that I've crossed from learning AI to building with AI. A big thank you to Deepak Singh and pmcurve for helping me make that transition. 🙏

Utsav Raj

Product Manager - Cards (APAC region) - Adyen

Since my undergrad, I dreaded anything that involved writing code. Today, I shipped a fully deployed, production AI application which I never imagined I could do 4 months ago. Here's what changed 👇

I joined the AI for PM course by Deepak Singh and pmcurve, and somewhere along the way I realised: English is the new coding language. You don't need to know Python or JavaScript. You need to know how to think clearly, describe problems precisely, and work with AI as your engineering partner.

So for my capstone, I built the APAC Payment Intelligence Monitor — an AI agent that automatically tracks regulatory bulletins from RBI, RBA, JFSA, Visa, Mastercard, and more across India, Australia, and Japan, a real problem I see every day working in APAC payments.

What I shipped, end to end, as a PM:
 🔍 Always-on monitoring across 7 regulatory sources
 🧠 Claude Sonnet extracting urgency, deadlines & action items from every PDF 🔐 Google OAuth, multi-user dashboard, admin panel 📅 Calendar view, email digests, manual uploads, Claude chat assistant ✅ 91% extraction accuracy · 0% hallucination · fully deployed in production

Thank you Deepak Singh and pmcurve for building a program where the output is a live product — not just a certificate. This genuinely unlocked something for me. 🙏

If you're a PM who thinks coding isn't for you — it's not. But building is. 🎥 Checkout the Product explainer video 😊 🌐 Experience the live product and share your feedbacks: https://lnkd.in/equvgWB8 🤘 ✌
Since my undergrad, I dreaded anything that involved writing code. Today, I shipped a fully deployed, production AI application which I never imagined I could do 4 months ago. Here's what changed 👇

I joined the AI for PM course by Deepak Singh and pmcurve, and somewhere along the way I realised: English is the new coding language. You don't need to know Python or JavaScript. You need to know how to think clearly, describe problems precisely, and work with AI as your engineering partner.

So for my capstone, I built the APAC Payment Intelligence Monitor — an AI agent that automatically tracks regulatory bulletins from RBI, RBA, JFSA, Visa, Mastercard, and more across India, Australia, and Japan, a real problem I see every day working in APAC payments.

What I shipped, end to end, as a PM:
 🔍 Always-on monitoring across 7 regulatory sources
 🧠 Claude Sonnet extracting urgency, deadlines & action items from every PDF 🔐 Google OAuth, multi-user dashboard, admin panel 📅 Calendar view, email digests, manual uploads, Claude chat assistant ✅ 91% extraction accuracy · 0% hallucination · fully deployed in production

Thank you Deepak Singh and pmcurve for building a program where the output is a live product — not just a certificate. This genuinely unlocked something for me. 🙏

If you're a PM who thinks coding isn't for you — it's not. But building is. 🎥 Checkout the Product explainer video 😊 🌐 Experience the live product and share your feedbacks: https://lnkd.in/equvgWB8 🤘 ✌

Arsheen Chugh

Product Manager - Data Cloud & AI - Salesforce

TL;DR : I built an end to end working app! The last 12 weeks in the AI PM Course by Deepak Singh have been transformational. I know this could be the 100th course appreciation post you read on LinkedIn today but I am going to be honest in my experience. And I hope this serves as your sign today to start building! These 12 weeks were not just a refresher in Machine Learning and Deep Learning Concepts, but the foundation of AI thinking, Agentic Coding and a lot more.
TL;DR : I built an end to end working app! The last 12 weeks in the AI PM Course by Deepak Singh have been transformational. I know this could be the 100th course appreciation post you read on LinkedIn today but I am going to be honest in my experience. And I hope this serves as your sign today to start building! These 12 weeks were not just a refresher in Machine Learning and Deep Learning Concepts, but the foundation of AI thinking, Agentic Coding and a lot more.

Anupriya Babbar ·

Product Manager - Academian Inc

This certification is just one step in a much bigger journey. I'm excited to keep learning, building, and applying AI to create products that solve real customer problems. Every new concept I learn opens the door to ten more questions—and that's exactly what makes this journey exciting.

As part of this journey, I recently completed my Advanced AI Product Management certification. While the certification is an important milestone, the biggest takeaway wasn't the certificate itself—it was the mindset shift that came with it.

A couple of lessons have stayed with me:

1️⃣ AI won't replace Product Managers—but Product Managers who understand AI will build the future.

Learning about LLMs, RAG, agentic AI, prompt engineering, and AI product strategy has completely changed how I approach product thinking. Every feature now starts with a different question:

Can AI make this experience smarter, simpler, or more valuable for users?

2️⃣ Upskilling isn't about chasing trends. It's about staying relevant and curious.

Every new concept I learn opens the door to ten more questions—and that's exactly what makes this journey exciting.

This certification is just one step in a much bigger journey. I'm excited to keep learning, building, and applying AI to create products that solve real customer problems.


A big thank you Deepak Singh and pmcurve for designing a program that goes beyond theory and focuses on practical, real-world AI product management. Your guidance, insights, and structured approach have helped me confidently take this next step in my transition into AI Product Management.. 🙏
This certification is just one step in a much bigger journey. I'm excited to keep learning, building, and applying AI to create products that solve real customer problems. Every new concept I learn opens the door to ten more questions—and that's exactly what makes this journey exciting.

As part of this journey, I recently completed my Advanced AI Product Management certification. While the certification is an important milestone, the biggest takeaway wasn't the certificate itself—it was the mindset shift that came with it.

A couple of lessons have stayed with me:

1️⃣ AI won't replace Product Managers—but Product Managers who understand AI will build the future.

Learning about LLMs, RAG, agentic AI, prompt engineering, and AI product strategy has completely changed how I approach product thinking. Every feature now starts with a different question:

Can AI make this experience smarter, simpler, or more valuable for users?

2️⃣ Upskilling isn't about chasing trends. It's about staying relevant and curious.

Every new concept I learn opens the door to ten more questions—and that's exactly what makes this journey exciting.

This certification is just one step in a much bigger journey. I'm excited to keep learning, building, and applying AI to create products that solve real customer problems.


A big thank you Deepak Singh and pmcurve for designing a program that goes beyond theory and focuses on practical, real-world AI product management. Your guidance, insights, and structured approach have helped me confidently take this next step in my transition into AI Product Management.. 🙏
Read more

Nitesh Chhetri

Product Director - AI & Data Platforms, Echelon Edge

I’m excited to share that I’ve successfully completed “Build Production-Ready AI Products: Advanced AI Product Management” by Deepak Singh on Maven.

This journey deepened my understanding of: End-to-end lifecycle of AI products from discovery to deployment Translating business problems into AI-driven solutions Building and evaluating ML models for real-world impact Collaborating cross-functionally with data, design, and engineering teams Applying responsible AI principles while ensuring product scalability

The program helped me bridge the gap between AI technology and product strategy, equipping me to drive innovation, adoption, and measurable outcomes in real-world AI products. Excited to apply these learnings as I continue to build, scale, and lead AI-first products that make a difference.

Thank you Deepak Singh for this wonderful learning journey!
I’m excited to share that I’ve successfully completed “Build Production-Ready AI Products: Advanced AI Product Management” by Deepak Singh on Maven.

This journey deepened my understanding of: End-to-end lifecycle of AI products from discovery to deployment Translating business problems into AI-driven solutions Building and evaluating ML models for real-world impact Collaborating cross-functionally with data, design, and engineering teams Applying responsible AI principles while ensuring product scalability

The program helped me bridge the gap between AI technology and product strategy, equipping me to drive innovation, adoption, and measurable outcomes in real-world AI products. Excited to apply these learnings as I continue to build, scale, and lead AI-first products that make a difference.

Thank you Deepak Singh for this wonderful learning journey!

Ankit Kulshreshtha

Founder & Chief AI Product Alchemist - Farak AI

The worst thing you can do is assume you know it all! Even after 10+ years working in AI, this course taught me so much. 

I got a small sneak peek behind the scenes while Deepak was building this AI program, and let me tell you, it's evident he poured a tremendous amount of focused energy into it.


With so much info out there on GenAI, distilling it down to the most essential topics is a huge task. He's done an amazing job balancing the technical and PM aspects, and an outcome of building a production-ready AI product.

 

I'm truly in awe of the pmcurve community members' brilliance, the amazing discussions, and the innovative products they're creating. It's been incredibly inspiring!

The worst thing you can do is assume you know it all! Even after 10+ years working in AI, this course taught me so much. 

I got a small sneak peek behind the scenes while Deepak was building this AI program, and let me tell you, it's evident he poured a tremendous amount of focused energy into it.


With so much info out there on GenAI, distilling it down to the most essential topics is a huge task. He's done an amazing job balancing the technical and PM aspects, and an outcome of building a production-ready AI product.

 

I'm truly in awe of the pmcurve community members' brilliance, the amazing discussions, and the innovative products they're creating. It's been incredibly inspiring!

Vikrant Jain

Product Head at StockEdge

I was part of the Advanced Tech & AI Bootcamp – Cohort 1. It was my second program with pmcurve, having previously been part of the Growth Cohort. The sessions helped me gain a broader understanding of how to identify and filter relevant AI use cases in my product. A great aspect of the program was that it didn’t assume any prior knowledge of LLMs, model selection, RAG, or AI agents. I was able to unlearn and relearn these concepts through a structured framework that showed how they connect and build on each other. I now find myself better equipped with the knowledge, vocabulary, semantics, and practical understanding to grasp what’s happening in the AI world—and to engage in meaningful discussions with tech teams already working in this space.

While some topics felt complex during the sessions, Deepak ensured rich discussions by challenging cohort members and asking thoughtful questions—so the learning didn’t stay at a surface level. Another great part of Deepak’s program is that the learning continues even after the sessions end—through WhatsApp discussions among cohort members and follow-up sessions. I’d highly recommend it to anyone looking to build a well-structured scaffolding for AI product thinking—so they can confidently apply it in real-world contexts.

I was part of the Advanced Tech & AI Bootcamp – Cohort 1. It was my second program with pmcurve, having previously been part of the Growth Cohort. The sessions helped me gain a broader understanding of how to identify and filter relevant AI use cases in my product. A great aspect of the program was that it didn’t assume any prior knowledge of LLMs, model selection, RAG, or AI agents. I was able to unlearn and relearn these concepts through a structured framework that showed how they connect and build on each other. I now find myself better equipped with the knowledge, vocabulary, semantics, and practical understanding to grasp what’s happening in the AI world—and to engage in meaningful discussions with tech teams already working in this space.

While some topics felt complex during the sessions, Deepak ensured rich discussions by challenging cohort members and asking thoughtful questions—so the learning didn’t stay at a surface level. Another great part of Deepak’s program is that the learning continues even after the sessions end—through WhatsApp discussions among cohort members and follow-up sessions. I’d highly recommend it to anyone looking to build a well-structured scaffolding for AI product thinking—so they can confidently apply it in real-world contexts.

Nakul Gaur

Founder & Strategic Advisor, Crossroad Advisory Services

"Growth happens on the edge." : Deepak Singh from pmcurve

Just completed an intensive 8-week AI Product Management course, and this quote from our instructor perfectly captures the journey.

 Over the past two months, I dove deep into building AI products from the ground up:
 What I learned: → AI prototyping and foundation models → Algorithms, models, and real-world use cases → Writing AI PRDs that bridge business and technical teams → Advanced techniques: Prompt engineering, RAG, fine-tuning → Agentic AI and autonomous systems → AI product evaluation frameworks → Strategic product thinking for AI implementation

The best part? Applying this learning hands-on through a capstone project, taking concepts from theory to a working AI product prototype.

 A huge shoutout to Deepak Singh for being an exceptional instructor. His student-centric approach, willingness to confront tough questions head-on, and ability to inspire each of us to build better products made all the difference.

 After 17 years in commercial operations and digital transformation, adding structured AI product management capabilities feels like the right step. Excited to apply this to real-world challenges in commerce, marketplaces, and business operations.

"Growth happens on the edge" — and that's exactly where I want to be.
"Growth happens on the edge." : Deepak Singh from pmcurve

Just completed an intensive 8-week AI Product Management course, and this quote from our instructor perfectly captures the journey.

 Over the past two months, I dove deep into building AI products from the ground up:
 What I learned: → AI prototyping and foundation models → Algorithms, models, and real-world use cases → Writing AI PRDs that bridge business and technical teams → Advanced techniques: Prompt engineering, RAG, fine-tuning → Agentic AI and autonomous systems → AI product evaluation frameworks → Strategic product thinking for AI implementation

The best part? Applying this learning hands-on through a capstone project, taking concepts from theory to a working AI product prototype.

 A huge shoutout to Deepak Singh for being an exceptional instructor. His student-centric approach, willingness to confront tough questions head-on, and ability to inspire each of us to build better products made all the difference.

 After 17 years in commercial operations and digital transformation, adding structured AI product management capabilities feels like the right step. Excited to apply this to real-world challenges in commerce, marketplaces, and business operations.

"Growth happens on the edge" — and that's exactly where I want to be.

Anantha Subramaniam

Senior Product Manager

🚀 From Learning to Launching: My AI Journey with Real Impact Wrapped up an incredible Advanced AI Product Management course journey last month at pmcurve – but this wasn't just about learning. We built a real product, solved a real problem, and got real users. 💪 🩺 The Challenge: Teamed up with fellow Toastmaster Deepak Valusa to tackle a pain point we both felt deeply – the tedious process of publishing meeting minutes in Toastmasters clubs. 🩸 The Journey: I'll be honest – I had serious doubts about technical feasibility. Could we actually pull this off? This is where everything came together: → Deepak Singh's mentorship kept us focused on what mattered → His Structured course content gave us the foundation → An incredible community pushed us forward when we hit walls Countless hours. Multiple iterations. Product-sense decisions at every turn. 💊 The Result: ✅ Product ready for real-world use ✅ First customer acquired ✅ High ratings from both judges AND audience at capstone demo day 🧘‍♂️ The Big Takeaway: Even in the AI world, product sense drives 80% of success. Technology enables, but understanding your user's problem is what wins. Application Link: https://toastmasters-meeting-3d8h.bolt.host/ 🕴‍ Toastmasters friends: If your club publishes meeting minutes, I'd love for you to try out our application and share your feedback.
🚀 From Learning to Launching: My AI Journey with Real Impact Wrapped up an incredible Advanced AI Product Management course journey last month at pmcurve – but this wasn't just about learning. We built a real product, solved a real problem, and got real users. 💪 🩺 The Challenge: Teamed up with fellow Toastmaster Deepak Valusa to tackle a pain point we both felt deeply – the tedious process of publishing meeting minutes in Toastmasters clubs. 🩸 The Journey: I'll be honest – I had serious doubts about technical feasibility. Could we actually pull this off? This is where everything came together: → Deepak Singh's mentorship kept us focused on what mattered → His Structured course content gave us the foundation → An incredible community pushed us forward when we hit walls Countless hours. Multiple iterations. Product-sense decisions at every turn. 💊 The Result: ✅ Product ready for real-world use ✅ First customer acquired ✅ High ratings from both judges AND audience at capstone demo day 🧘‍♂️ The Big Takeaway: Even in the AI world, product sense drives 80% of success. Technology enables, but understanding your user's problem is what wins. Application Link: https://toastmasters-meeting-3d8h.bolt.host/ 🕴‍ Toastmasters friends: If your club publishes meeting minutes, I'd love for you to try out our application and share your feedback.

Faiz Khan

Product Manager, Tekion Corp

I attended Deepak Singh pmcurve's Adavanced AI in product management course and here is what I think makes 50+ PMs attend 4+ hours of classes on consecutive saturday morning over multiple weekends! 1. The course is very well structured. We started with broad Business and PM concepts and gradually moved to how LLMs work behind the scene exploring prompting techniques, RAG, agents, evals, MCP, AI architecture and more. I appreciate the fact that we were playing around with AI tools from day 1. I am definitely more confident about exploring AI APIs - be it from Bland, Eleven Labs or OpenAI. However, I am yet to overcome the shock that now PMs will have to read research papers to keep upto date! 2. I also benefitted from shadowing a PM industry veteran. Deepak’s habit of being curious and not judgemental, understanding the context, asking for the question behind the question, starting with the problem and working backwards to the solution, stressing on importance of FR, NFR and cost, spending least amount of resource to validate ideas quickly in the AI era is something I look forward to adapting in my work. 3. I had opted for the capstone project with a group, however, we could not take the selected project to the stage that we would have liked. While it is a challenge for group members to sustain the initial enthusiasm and put in time and efforts consistently, they could benefit immensely with an oversight from the instructor. Output accountability is the problem which I hope will be solved. For most PMs based in India, the course fee might feel heavy on the pocket. I am happy to volunteer if anyone wants to check their fit for this course but it could be beneficial to view this as an investment rather than a cost. Course Link - https://lnkd.in/gb4FnmZY
I attended Deepak Singh pmcurve's Adavanced AI in product management course and here is what I think makes 50+ PMs attend 4+ hours of classes on consecutive saturday morning over multiple weekends! 1. The course is very well structured. We started with broad Business and PM concepts and gradually moved to how LLMs work behind the scene exploring prompting techniques, RAG, agents, evals, MCP, AI architecture and more. I appreciate the fact that we were playing around with AI tools from day 1. I am definitely more confident about exploring AI APIs - be it from Bland, Eleven Labs or OpenAI. However, I am yet to overcome the shock that now PMs will have to read research papers to keep upto date! 2. I also benefitted from shadowing a PM industry veteran. Deepak’s habit of being curious and not judgemental, understanding the context, asking for the question behind the question, starting with the problem and working backwards to the solution, stressing on importance of FR, NFR and cost, spending least amount of resource to validate ideas quickly in the AI era is something I look forward to adapting in my work. 3. I had opted for the capstone project with a group, however, we could not take the selected project to the stage that we would have liked. While it is a challenge for group members to sustain the initial enthusiasm and put in time and efforts consistently, they could benefit immensely with an oversight from the instructor. Output accountability is the problem which I hope will be solved. For most PMs based in India, the course fee might feel heavy on the pocket. I am happy to volunteer if anyone wants to check their fit for this course but it could be beneficial to view this as an investment rather than a cost. Course Link - https://lnkd.in/gb4FnmZY

Prateek Nath

Chief Manager - Digital Product and Commercialization, Mahindra Finance

It was truly a great pleasure to be part of this one-of-a-kind experience. From ideation to delivering the final prototype, being involved in every stage of Nivriti’s (an AI-powered financial planning assistant) development was an invaluable learning curve. A big thank you to Deepak Singh for pushing us throughout the journey and making not so easy AI concepts simple, accessible and easier to absorb!
It was truly a great pleasure to be part of this one-of-a-kind experience. From ideation to delivering the final prototype, being involved in every stage of Nivriti’s (an AI-powered financial planning assistant) development was an invaluable learning curve. A big thank you to Deepak Singh for pushing us throughout the journey and making not so easy AI concepts simple, accessible and easier to absorb!

Siddarth Chowdhary

Director of Product Management, Disprz

Had posted regarding the completion of the Advanced Tech & AI Program for PMs by pmcurve earlier - however, one of the best aspects of the program was the Capstone. It truly helped us understand the power of “Building” and the struggle behind it. We built the MVP version of a swing trading recommendations app (using Lovable, Yahoo Finance API & Supabase) which helps beginner users uncover stocks recommendations based on rule based swing trading strategies and cuts down on time spent doing so by 90% compared to other methods. And again thanks to Deepak Singh for the constant guidance and push :)
Had posted regarding the completion of the Advanced Tech & AI Program for PMs by pmcurve earlier - however, one of the best aspects of the program was the Capstone. It truly helped us understand the power of “Building” and the struggle behind it. We built the MVP version of a swing trading recommendations app (using Lovable, Yahoo Finance API & Supabase) which helps beginner users uncover stocks recommendations based on rule based swing trading strategies and cuts down on time spent doing so by 90% compared to other methods. And again thanks to Deepak Singh for the constant guidance and push :)

Sai Manideep

Senior Product Manager, Navi

𝗙𝗿𝗼𝗺 𝗶𝗱𝗲𝗮 𝘁𝗼 𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝗔𝗜 𝗽𝗿𝗼𝗱𝘂𝗰𝘁: 𝗡𝗶𝘃𝗿𝗶𝘁𝗶

Over the last 3 months, I built Nivriti — an AI-powered financial planning assistant — as part of the Advanced Tech & AI Program by pmcurve! Big thanks to Deepak Singh — his guidance showed me what it truly takes to own and build an AI product end to end. Grateful to have such a great mentor on this journey.

𝗙𝗿𝗼𝗺 𝗶𝗱𝗲𝗮 𝘁𝗼 𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝗔𝗜 𝗽𝗿𝗼𝗱𝘂𝗰𝘁: 𝗡𝗶𝘃𝗿𝗶𝘁𝗶

Over the last 3 months, I built Nivriti — an AI-powered financial planning assistant — as part of the Advanced Tech & AI Program by pmcurve! Big thanks to Deepak Singh — his guidance showed me what it truly takes to own and build an AI product end to end. Grateful to have such a great mentor on this journey.

Read more

Apoorv Aggarwal

Product Manager at Ixigo

I’ve come to believe that the best managers, teachers, and coaches are demanding in the process, but generous in the outcomes. I continue to learn from Deepak Singh because he pushes us to apply ourselves to each concept. In these 8 weeks , I personally enjoyed learning about AI product architecture, Data engineering, RAG, and Agentic AI.
I’ve come to believe that the best managers, teachers, and coaches are demanding in the process, but generous in the outcomes. I continue to learn from Deepak Singh because he pushes us to apply ourselves to each concept. In these 8 weeks , I personally enjoyed learning about AI product architecture, Data engineering, RAG, and Agentic AI.

GB
Gourav Baldewa

Vice President - Product Management, Mahindra Finance

Thanks to Deepak Singh and pmcurve for breaking the barrier to learn AI. Building Tiny Quest: Solving Early Learning Gaps for Indian Parents as part of my capstone project.
Thanks to Deepak Singh and pmcurve for breaking the barrier to learn AI. Building Tiny Quest: Solving Early Learning Gaps for Indian Parents as part of my capstone project.

Siddarth Chowdhary

Director of Product Management, Disprz

I’m happy to share that I’ve obtained a new certification: Advanced Tech AI Program Live Cohort II from pmcurve by Deepak Singh! It was an awesome journey where Deepak helped us learn about advanced tech concepts, evolution of AI to where it is today and get a good grasp on modern AI stack like LLMs, RAG, MCP servers, Agentic workflows, etc! The highlight for me was his emphasis on making us learn "how to think" and "how to keep learning and applying" rather than just teaching the concepts. Hoping to apply the lessons learnt at work and otherwise going forward!
I’m happy to share that I’ve obtained a new certification: Advanced Tech AI Program Live Cohort II from pmcurve by Deepak Singh! It was an awesome journey where Deepak helped us learn about advanced tech concepts, evolution of AI to where it is today and get a good grasp on modern AI stack like LLMs, RAG, MCP servers, Agentic workflows, etc! The highlight for me was his emphasis on making us learn "how to think" and "how to keep learning and applying" rather than just teaching the concepts. Hoping to apply the lessons learnt at work and otherwise going forward!

Prateek Srivastava

Senior Manager Products - Capgemini

Let me take a moment to thank Deepak Singh from PM curve, who taught the first cohort of AI for Product Managers.
The course covered:
· Fundamentals of AI & ML
· Foundation Models
· Fine Tuning & Agents
· Evals & PRDs

The most enjoyable part was my journey through the Capstone. My capstone is on implementing an AI based solution for impact education. I have built a prototype and have documented my learnings & relevant details in the article shared.

Let me take a moment to thank Deepak Singh from PM curve, who taught the first cohort of AI for Product Managers.
The course covered:
· Fundamentals of AI & ML
· Foundation Models
· Fine Tuning & Agents
· Evals & PRDs

The most enjoyable part was my journey through the Capstone. My capstone is on implementing an AI based solution for impact education. I have built a prototype and have documented my learnings & relevant details in the article shared.

Read more

Ankit Nakra

Deputy General Manager – Product & Innovation, ECHO India

Wanted to go deeper into how AI and emerging tech can shape better products — and this program delivered.


Just completed the Advanced Tech and AI program. Grateful to Deepak Singh our faculty, for making complex ideas feel simple and practical. The learning was hands-on, thoughtful, and directly connected to solving real-world problems. 


Looking forward to building smarter products.

Wanted to go deeper into how AI and emerging tech can shape better products — and this program delivered.


Just completed the Advanced Tech and AI program. Grateful to Deepak Singh our faculty, for making complex ideas feel simple and practical. The learning was hands-on, thoughtful, and directly connected to solving real-world problems. 


Looking forward to building smarter products.

Shasleen Islam

Product Leader - Apollo 24|7

Excited to announce that I have successfully completed the Advanced Tech and AI cohort from pmcurve. This program has helped me understand complex foundational models, prototype with AI, and grasp the nuances of building AI products, enabling me to navigate the rapidly evolving AI landscape with confidence. Special thanks to Deepak Singh for being an excellent instructor and mentor.
Excited to announce that I have successfully completed the Advanced Tech and AI cohort from pmcurve. This program has helped me understand complex foundational models, prototype with AI, and grasp the nuances of building AI products, enabling me to navigate the rapidly evolving AI landscape with confidence. Special thanks to Deepak Singh for being an excellent instructor and mentor.

Sagar Samrat Das

Principal Product Manager, Oracle

The Advanced Tech and AI program has made me race-ready. 


While Deepak’s core expertise lies in the B2C space—which isn't my primary domain—his insights are still highly relevant, as core tech and AI concepts are industry-agnostic. Despite having a strong background in analytics, I continue to uncover fresh ideas and thought-provoking perspectives in his content. I particularly enjoy the spontaneous questions he throws into sessions—they challenge you to think critically and go beyond the obvious. What’s even more transformative is how the program has helped shift my mindset—from being just a thinker and problem-solver to becoming an actual doer. In the age of AI, this transition is crucial for product managers. It's no longer enough to understand the technology conceptually; you need to get hands-on, experiment, and build.


The program truly instills that bias for action.

The Advanced Tech and AI program has made me race-ready. 


While Deepak’s core expertise lies in the B2C space—which isn't my primary domain—his insights are still highly relevant, as core tech and AI concepts are industry-agnostic. Despite having a strong background in analytics, I continue to uncover fresh ideas and thought-provoking perspectives in his content. I particularly enjoy the spontaneous questions he throws into sessions—they challenge you to think critically and go beyond the obvious. What’s even more transformative is how the program has helped shift my mindset—from being just a thinker and problem-solver to becoming an actual doer. In the age of AI, this transition is crucial for product managers. It's no longer enough to understand the technology conceptually; you need to get hands-on, experiment, and build.


The program truly instills that bias for action.

Pujya Pandey

Senior Product Manager - Ancestry | Ex-Flipkart | MBA IMT-G

Thrilled to to share that I've successfully completed my Advanced Tech and AI Program certification from pmcurve! Special thanks to Deepak Singh for creating such a comprehensive program and guiding through this rapidly evolving field!
Thrilled to to share that I've successfully completed my Advanced Tech and AI Program certification from pmcurve! Special thanks to Deepak Singh for creating such a comprehensive program and guiding through this rapidly evolving field!

Surrbhi Soni

AI/ML Computational Science, Senior Manager

Just completed Advanced Tech and AI course as part of 1st cohort — thank you, Deepak Singh, pmcurve!

 A uniquely structured course with a strong focus on hands-on practice and meaningful discussion. one-of-a-kind experience for me where questions & discussions were highly conceptual, made it easy to fit naturally in real-world scenarios and ongoing changes.

Just completed Advanced Tech and AI course as part of 1st cohort — thank you, Deepak Singh, pmcurve!

 A uniquely structured course with a strong focus on hands-on practice and meaningful discussion. one-of-a-kind experience for me where questions & discussions were highly conceptual, made it easy to fit naturally in real-world scenarios and ongoing changes.

Sai Ashish Palai

Associate Product Manager, Convin

Storing information is solved. Retrieving it isn’t. The hardest part of Product Work isn’t alignment. It’s locating the one sentence someone said three weeks ago that changed the decision today. Slack buries urgency. Drive buries nuance. Notion buries history. Information hides exactly when timing matters most. This problem has followed me through every product cycle I’ve worked in Product teams move fast because they use many tools. They break because -truth fragments across them. We normalize re-asking stakeholders for answers they already gave. We assume “search” works. It doesn’t. This exploration exists because Deepak Singh , Founder of pmcurve , pushed us to treat retrieval as a design problem with real productivity costs. We’re mapping the real terrain PMs operate in: multiple sources of truth, zero guaranteed recall.
Storing information is solved. Retrieving it isn’t. The hardest part of Product Work isn’t alignment. It’s locating the one sentence someone said three weeks ago that changed the decision today. Slack buries urgency. Drive buries nuance. Notion buries history. Information hides exactly when timing matters most. This problem has followed me through every product cycle I’ve worked in Product teams move fast because they use many tools. They break because -truth fragments across them. We normalize re-asking stakeholders for answers they already gave. We assume “search” works. It doesn’t. This exploration exists because Deepak Singh , Founder of pmcurve , pushed us to treat retrieval as a design problem with real productivity costs. We’re mapping the real terrain PMs operate in: multiple sources of truth, zero guaranteed recall.

Sreejith Nair

Senior PM - DMart Ready

Officially certified! I've just completed the Advanced Tech and AI Program from pmcurve, and it's been a game-changer.


From AI prototyping and understanding complex foundational models to designing MVPs and evaluating AI products for production readiness, this course covered it all. Feeling equipped and inspired to tackle new challenges in the AI space.


Before this program, AI truly felt like an intimidating 'black box.' However, the way this course broke down complex topics like transformers and foundational models was fantastic. I went from being overwhelmed by them to clearly seeing their practical applications in real life and, crucially, understanding the boundaries of what's feasible. This demystification has armed me with a clear understanding of AI's core components, and I now feel genuinely confident in my ability to design, build, and evaluate effective AI solutions.

The absolute best aspect of this journey was Deepak Singh's guidance. His excellent mentorship went far beyond just teaching; he has an incredible knack for breaking down even the most daunting AI concepts into digestible, actionable insights that made the learning experience exceptional.


A special thanks to Deepak Singh for being an exceptional tutor and mentor.

Officially certified! I've just completed the Advanced Tech and AI Program from pmcurve, and it's been a game-changer.


From AI prototyping and understanding complex foundational models to designing MVPs and evaluating AI products for production readiness, this course covered it all. Feeling equipped and inspired to tackle new challenges in the AI space.


Before this program, AI truly felt like an intimidating 'black box.' However, the way this course broke down complex topics like transformers and foundational models was fantastic. I went from being overwhelmed by them to clearly seeing their practical applications in real life and, crucially, understanding the boundaries of what's feasible. This demystification has armed me with a clear understanding of AI's core components, and I now feel genuinely confident in my ability to design, build, and evaluate effective AI solutions.

The absolute best aspect of this journey was Deepak Singh's guidance. His excellent mentorship went far beyond just teaching; he has an incredible knack for breaking down even the most daunting AI concepts into digestible, actionable insights that made the learning experience exceptional.


A special thanks to Deepak Singh for being an exceptional tutor and mentor.

Anurodh Upadhyay

Product Manager, Technology & Transformation - Deloitte

I’m happy to share that I’ve obtained a new certification: Advanced Tech and AI Program from pmcurve!

Looking forward to apply the following learnings from the certification:
1. Advanced System Design and Technical RCAs
2. Fundamentals of ML & AI, and AI assisted Prototyping
3. Foundation Models, AI Playgrounds, and Adding Reasoning and Resources to AI
4. RAG, Finetuning, and AI Agents
5. Evals, PRD, and MVP in AI

In AI, many of us are witnessing firsthand the first technological revolution of our adult working lives. And to stay ahead of the curve on a technological revolution of this magnitude and scale, I couldn't have asked for a better trainer than Deepak Singh and pmcurve to do justice to it. Here's to celebrating curiosity and lifelong learning with this milestone.

I’m happy to share that I’ve obtained a new certification: Advanced Tech and AI Program from pmcurve!

Looking forward to apply the following learnings from the certification:
1. Advanced System Design and Technical RCAs
2. Fundamentals of ML & AI, and AI assisted Prototyping
3. Foundation Models, AI Playgrounds, and Adding Reasoning and Resources to AI
4. RAG, Finetuning, and AI Agents
5. Evals, PRD, and MVP in AI

In AI, many of us are witnessing firsthand the first technological revolution of our adult working lives. And to stay ahead of the curve on a technological revolution of this magnitude and scale, I couldn't have asked for a better trainer than Deepak Singh and pmcurve to do justice to it. Here's to celebrating curiosity and lifelong learning with this milestone.

Saurav Kumar

Senior Product Manager, Credit Saison

Thrilled to have successfully completed the Advanced Tech & AI Cohort from pmcurve. Had a great experience going through the nuances of building AI products. 


The program has helped me become excited now more than ever about building AI products. The program's focus on learning by building has helped me grow as a product builder.


Being mentored by Deepak Singh is truly a privilege in itself!


Thrilled to have successfully completed the Advanced Tech & AI Cohort from pmcurve. Had a great experience going through the nuances of building AI products. 


The program has helped me become excited now more than ever about building AI products. The program's focus on learning by building has helped me grow as a product builder.


Being mentored by Deepak Singh is truly a privilege in itself!


Rahul Narayanan

Strategy Manager, Strategy & Product office, Rakuten Symphony

Learning never stops! Excited to share that I've earned certification in the Advanced Tech and AI program. Grateful to pmcurve / Deepak Singh for the enriching learning experience. Personally thankful for the real-world insights on AI Strategy and implementation!
Learning never stops! Excited to share that I've earned certification in the Advanced Tech and AI program. Grateful to pmcurve / Deepak Singh for the enriching learning experience. Personally thankful for the real-world insights on AI Strategy and implementation!

GB
Gourav Baldewa

Lead Product Manager - Fixed Deposits and Mutual Funds

I’m happy to share that I’ve obtained a new certification: Advanced Tech and AI Program from pmcurve! Thank you Deepak Singh for the program and amazing learning journey!!
I’m happy to share that I’ve obtained a new certification: Advanced Tech and AI Program from pmcurve! Thank you Deepak Singh for the program and amazing learning journey!!

Harshit Arora

Product Manager, Naehas

Had a great experience being part of this! Building Nivriti taught me that the real challenge in AI products is not just making the model work but to ensure every output is safe and reliable, especially for financial planning. Deepak Singh - Thank you for pushing us through this journey.
Had a great experience being part of this! Building Nivriti taught me that the real challenge in AI products is not just making the model work but to ensure every output is safe and reliable, especially for financial planning. Deepak Singh - Thank you for pushing us through this journey.