Adventures in Product Management @adventures_pm
Sharing 20+ years of real product management stories and resources with a focus on the world of AI and B2B SaaS. Joined August 2024-
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Lots of people say you should market "benefits > features" But really it's "use case" over everything else. This is an amazing example of this concept:
The AI PM in the US makes $182K/yr (Glassdoor). But AI isn’t nice to have anymore. It might be a ticket to keeping the job. So, where to start? 🧵
How to determine if a problem is a good candidate for an ML solution (yes = good candidate for ML; no = not good candidate): • Problem Complexity: yes • Changes Over Time: yes • Scalability Needs: yes • High Accuracy Requirements: no • It Need for Explainable: no
State of the product job market in 2025: 1. The highest number of open PM and engineering roles in over 2.5 years (!!!) 2. AI PM roles (and AI-related roles in general) are exploding 3. Layoffs are slowing 4. Capital investment is increasing 5. The Bay Area continues to be the…
The definitive guide to mastering product sense interviews Originally popularized by Facebook and Google, the product sense (PS) interview has now been widely adopted across the tech industry, with companies like Stripe, OpenAI, Block, and many others including PS screens in…
I found these to be excellent and inexpensive AI/ML courses for product managers. I’ve taken them myself - highly recommend! udemy.com/share/105qdM3@… udemy.com/share/103umY3@… 
Some of the key roles on a Machine Learning team:
🚀 Traditional PM vs. ML PM: A Tale of Two Worlds 🌍🤖 Traditional PM: "What features do users want?" 📝 ML PM: "What data do we have?" 📊 Traditional PM: "Deliver by Q2!" 📅 ML PM: "It depends on the model convergence..." 🤔 Traditional PM: QA = Test if it works ✅ ML PM: QA…
As an AI Product Manager, here's an AI Business Model Canvas from Ajay Agarwal to help you evaluate AI-related products and features. More here...hbr.org/2018/04/a-simp…
AI prompts for PMs from Pragmatic Institute: pragmaticinstitute.com/resources/wp-c…
There are lots of discussions about whether PMs will go away with the advent of AI. Couple of data points to consider: - somewhere between 15 and 20% of data science projects ever make it to production (Venture Beat) - Only 20% of features ever get used (Pendo)
Trying to get familiar with Meta/Google PM interview frameworks for Execution, Product Sense/Design & Strategy. Here's a useful template you can use during interviews for Execution/Success Metrics. Comment with suggestions.
As Meta and Google PM alums migrate to other companies, many carry their interview frameworks with them. This includes Execution, Product Sense/Design & Strategy among others. A useful template you can use during google/meta style interviews for Execution/Analytics:
PropelToProduct | Fra... @PropelToProduct
0 Followers 5 Following Helping product leaders onboard PMs with clarity, care, and frameworks that scale. Author of Launch & Lead: A 30-Day Survival Kit for New Enterprise PMs
Pushparaj- Helping B2... @PushparajK68524
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nawaz afroz @afunawaz
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Maryam Malekzadeh @MMalek232
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Kolapo Esther Oluwada... @KolaponTech
8 Followers 47 Following Aspiring Product Manager | Learning UX & Figma | Building my future one product at a time.
@dity@ @kadisamosa
63 Followers 414 Following Big4 🧑💻Avid Reader📖📑 Food Blogger Cricket enthusiast🏏🏆 Drum novice 🎶 Optimist 🤗🤗 Pastime cook🍝🍜🍛 Trekker & Traveller⛺🛤
Pepperoni. Asa Nwa❤... @Dera_republique
20 Followers 63 Following Beauty wey no dey beg🥰. Brain, vibes, and gbas gbos🤗. Tech Sis: Product Management😌. She dey love, but no try am. Proudly Igbo❤️🦁. Sagittarius ♐️
I'm Mr.NEO @NAWIN_9999
9 Followers 94 Following An army of sheep lead by lion will always defeat an army of lion lead by sheep
Elizabeth Ebere @ebere_ebere6
0 Followers 4 Following Makeup Artist 💄 | Aspiring Product Manager 📊| Turning ideas into impact ✨
double kweens @Khu1159139
1 Followers 7 Following
Rohit Singh @RohitSingh0125
0 Followers 6 Following
Tai Truong @dactaiPM
0 Followers 30 Following
Ajit Raul @ajitraul_
1 Followers 20 Following
Malika Khan @MalikaKhan03
0 Followers 22 Following
Ivana Kampel @IvanaKampe73351
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Louise @louiseadrii
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Sejal Ghosh @sejalpiriya
0 Followers 11 Following
Jessie Porter @jessieporterrr
95 Followers 96 Following
Dcln @Declan_eAcc
9 Followers 362 Following
Gregory Hagenes @GregoryHag78239
80 Followers 2K Following
Lisa Dispoto @lisaopss
2 Followers 34 Following
BIMA @BIMLEXmic
147 Followers 339 Following A patriotic Nigerian 🇳🇬, Shoe making brand owner , Biochemist, music lover.
Sai Kishore G @gvssaikishore
10 Followers 66 Following
Krishi Sharma @shar74501
0 Followers 35 Following
Shri Nandan @SRINANDANA
232 Followers 20 Following PM brain 🧠 + travel heart 🌍 | Making products, chasing waterfalls, telling stories
Nisarg B @Nisarg_Jadav_
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Ogumba Victoria @OgumbaVictoria
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IFADA VIVIAN @VivianElizbeth
64 Followers 413 Following Daughter of Grace | Mother of 3G | Customer Service
Tamim Multaheb @TamimMultaheb
14 Followers 114 Following Changing the way products are built. Currently Building https://t.co/ZhXuzwqOwW
Hasnain Haider Ch @Hasnainhaiderch
25 Followers 189 Following
Olamide Lawanson @Lawanso1Olamide
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Shubham Jain @ShubhamJain2607
0 Followers 72 Following Results-oriented Associate Product Manager. Skilled in Agile, user-focused design, and cross-functional collaboration.
KANNAN T @aarivkannan
1 Followers 43 Following
Dinesh chandran @Dineshvmr
89 Followers 422 Following Aspiring Product Manager - Have worked with multiple startups and multiple domains
Andrzej Shukevich @and_shuk
18 Followers 216 Following Passionate about space exploration, artificial intelligence, and technology. Exploring the world of securities investments.
MultiPlatformMedia @MultiPlatformM
5 Followers 73 Following Videos we find interesting and entertaining.
kumar ketan gupta @guptaketan2017
10 Followers 128 Following त्वदीयाय कार्याय बध्दा कटीयं, शुभामाशिषम देहि तत्पूर्तये।
Larrie224 @rolan_edge
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Sharad @SKalavadia62215
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The Metrics @Avi1Ari
52 Followers 264 Following "Passionate wordsmith navigating the world of X with a keyboard and creativity in hand. Crafting compelling narratives, turning ideas into impactful messages.
JesstheCreator @JTC_creator
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27 Followers 93 Following Not another PM tool. Promise. PM33: We make your existing stack (Jira/Asana) actually useful Building with 300+ PMs. Sharing everything. Professional overthinke
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Y Combinator @ycombinator
1.5M Followers 346 Following We help founders make something people want. Subscribe to our newsletter: https://t.co/sjqjxxBeLc
TechCrunch @TechCrunch
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Marc Andreessen 🇺�... @pmarca
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