AI, Machine Learning and Data Science — Explained Simply
A practical explanation of AI, ML, and data science using a banking example — written for everyone who works near these systems but has never had them explained clearly.
Read articleWriting
Thoughts on AI, software engineering, and how systems are becoming intelligent.
I write to understand ideas better — and to make them clearer for others working with or around these systems.
Featured Writing
Understanding the AI Ecosystem
A structured view of how models, data, infrastructure, and applications come together in real-world AI systems.
Read articleHow I Used Two AIs to Build a Software Engineering System
A practical reflection on using ChatGPT for design, Claude for implementation, and human judgment to keep the system grounded.
Read articleFoundations
Concepts explained clearly for those working with or around AI and software systems.
AI & Systems
Exploring how AI fits into real-world software systems, architecture, and engineering practice.
Building & Experiments
Practical explorations, systems thinking, and experiments in building intelligent software.
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