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Claude Code: The Strategic Case for Building with AI

I launched Claude Code for the first time in an empty sandbox folder, not a real project yet. I typed one line: create a script that asks for my name and greets me. It thought for a second, showed me the code it planned to write, and stopped.

Aug 19, 2026

8 min read

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Learning

Epilogue: The T-Shaped Learning Plan

I was at an AI builders meetup last weekend, the kind where half the room is showing off something they shipped over the weekend and the other half is taking notes on napkins. By the time I got home, mine had nine things scrawled on it.

The Data & AI Adoption Roadmap for 2026: A Practitioner's Guide

The single most important thing a business leader needs to understand about 2026 is that the adoption question is already answered. The real question is whether your data and operating model can support what you have already deployed.

AI Governance and Risk: What Every Business Leader Needs to Know

Most organisations have AI practitioners who understand exactly what their systems are doing. What they often lack is decision makers who understand enough to ask the right questions about it.

Aug 26

14 min

Product Building

Building Avenote: An AI Content Studio From Scratch

The build that started it all was deceptively simple: an AI note-taker. But the moment I started building one, a different question took over: what happens after the note is taken?

Aug 12

8 min

LLM

Building the AI Solution Advisor: From Concept to Production

Most AI tools get built because someone thought the technology was interesting. This one got built because a colleague asked a simple question, and I realised there was no good answer.

From SEO to GEO: How AI Is Rewriting the Rules of Discoverability

The fundamentals of search have not changed. The distribution has. And most businesses have not yet registered the difference.

Jul 29

14 min

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About Me

Hi, I'm Tanzeem, and this is where I share what I've learned from two decades working with data. The practical insights, the hard-won lessons, and the honest perspectives that only come from building real systems.

Portfolio

Over 15 years of building data systems, from customer data platforms and attribution modelling to products shipped and in active use today.

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