Lessons in Data, Speed, and Systems. What Formula 1 Taught Me

This article reflects on how Formula 1 as a sport shaped my thinking about data, speed, and systems

First Principles Thinking in Data Engineering

Why asking “Why?” five times can save your data platform

Lessons Learnt Self-hosting an AI Assistant

A practical guide to self-hosting an AI assistant on Azure using OpenWebUI, Kubernetes, LiteLLM, and a custom RAG pipeline.

The AI-Native Data Platform We've All Been Waiting For

Why an AI-native data stack matters and how Nvidia is building toward it.

Inside My macOS Terminal Stack

Optimising speed, clarity and everyday dev workflow with iTerm2, zsh and the right plugins.

Financial functions in Snowflake using Python UDFs

A practical guide to implementing PMT and Interest Rate calculations.