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Essays and notes on building AI products, the changing PM role, and the occasional question about life and work.

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What Product Taste Actually IsProduct taste is knowing what will work before users tell you. Why it became the scarce PM skill in the AI era, and how to build it.productThe Role of a Product Manager in the AI EraTwo years ago I made six predictions about how the PM role would change. I got some right. But the one I missed completely might be the most important one of all.productSuccess and Happiness - Two Sides of the Same Coin?Balancing external accomplishments with inner peace. If success doesn't bring happiness, is it really success?life6 ways the role of a product manager is going to change in the next decadeMy predictions on how the product manager role is changing and how you can adapt to build the products of the future.productHumans and AI: Balancing AI Innovation with Human SkillsMy thoughts on transformative power of AI and its impact on job dynamics and the balance between technological and human skills.ai/mlAI Product Development: A Deep Dive into Key ConsiderationsLearn how to navigate critical issues like bias, black-box nature of some AI algorithms, data security, and why we need to contantly evaluate ML models in production.ai/mlBeyond the Buzz: AI primer for Product ManagersDemystify AI and ML for Product Managers — from supervised learning to GenAI use cases and what to consider before building your first AI product.ai/mlHow to build a resume chatbot using the power of LLMsUnlock the potential of RAG architecture and foundational LLM in building an advanced resume chatbot.ai/mlNLP and Text Analytics using foundational LLMsLearn Large Language Models simplify sentiment analysis, emotion detection, and topic extraction, all in just two API calls.ai/mlUnlocking Better Decision-Making: Essential Mental Models for PMsGet ahead in your role by adopting proven mental models. This guide unpacks the top mental frameworks that every Product Manager should know for making smarter decisions.productBest Books for Product ManagersFrom seasoned experts to aspiring PMs, this list of must-read books covers all the bases. Discover the reads that will sharpen your skills and mindset.productTop 10 Must-Have Skills for a Product ManagerDiscover the 10 essential skills every Product Manager needs — from communication and leadership to data analytics, strategic thinking, and execution.productThe Role of a Product ManagerUnderstand what product management really means — from defining strategy and roadmaps to the PM's role as customer advocate, communicator, and decision-maker.productAlphaCode and what's nextDeepMind's AlphaCode can write competitive-level code. Explore what it means for software developers and how AI will reshape programming in the future.ai/ml"Everybody lies" - my first book of 2022A review of 'Everybody Lies' by Seth Stephens-Davidowitz, key takeaways on human behavior and data, plus a curated reading list for product managers.productConversational AI and its futureExplore what conversational AI is, key enterprise use cases, architecture components, build vs. buy decisions, and where the technology is headed.ai/ml5 Reasons You Can’t Use the Same Virtual Agent Design for Text and Voice BotsLearn the 5 key reasons why text chatbot designs fail for voice bots — and what to do differently to deliver a great conversational voice experience.ai/mlReading for Growth: Books That Shaped My LifeDiscover a reading list of carefully curated books on self-help, leadership, inspiration, and understanding the past.lifeRework Reviewed: Unpacking Controversial Business WisdomExplore the thought-provoking ideas that span from entrepreneurship to hiring practices. A review that helps you evaluate what mainstream business advice to keep or discard.product

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