The AI Thinker

How to convert massive raw data into an AI graph

A hands-on experiment transforming the 4GB Yelp dataset into structured intelligence with Neo4j. We cover everything from batch ingestion and…

Dec 15 • Adam Faik

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How to build an AI-powered app for user testing

Static mockups can't test AI behavior. Learn how to use Google AI Studio to build functional apps that let you validate AI features with users before…

Dec 1 • Adam Faik

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November 2025

How to go from zero to AI-first in 3 hours

Feel behind? Here is 3h curated YouTube videos to get you from AI-curious to AI-capable before your Monday sync. Catch up on everything that matters…

Nov 24 • Adam Faik

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How to build your first AI agent

From JTBD to multi-tool agent: A practical guide to building your first multi-tool AI agent, from a PM's perspective, by partnering with an LLM as your…

Nov 17 • Adam Faik

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How to measure AI adoption in a product team

A story of pivoting from flawed, process-heavy metrics to a simple, artifact-based system designed to improve quality and drive AI impact.

Nov 10 • Adam Faik

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How data streaming powers real-time AI predictions

A journey building the data infrastructure for an AI data pipeline, from managing Kafka message durability to deploying a K-Means clustering model with…

Nov 3 • Adam Faik

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October 2025

How to create presentations 10x faster using an AI assistant

I'm sharing the exact steps and the custom Gemini Gem I built to turn any document or prompt into a professional slide deck in minutes.

Oct 27 • Adam Faik

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How an end-to-end MLOps pipeline actually works

A journey from machine learning experiment to live production application, and the playbook for product managers to bridge the gap between data science…

Oct 20 • Adam Faik

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How to build a deep learning image classifier

My journey building an image classifier from 83% to 92% accuracy, sharing the code, concepts, and hard-won lessons that demystify the black box.

Oct 13 • Adam Faik

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How to land a product manager job in the GenAI era

My playbook for using AI to not just apply for jobs, but to build the skills that will actually get you hired.

Oct 6 • Adam Faik

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September 2025

How to use Gemini for product work

My journey from AI paralysis to daily thinking partner, sharing the prompts and messy workflows that work.

Sep 29 • Adam Faik

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