Deep dives on data, code, and design — newest first.
A playful, photo-light chronicle of an avocado seed from water jar to first sprout.
Why deterministic linkage falls short in practice, how probabilistic methods address those limitations, and when to use each approach.
A collection of software and data engineering blogs that consistently publish high-quality content.
A curated collection of technical books covering software engineering, data engineering, design patterns, and more.
A collection of useful resources, guides, and tools for software development, covering Git, Python, Docker, terminal workflows, and more.
My favourite YouTube channels for learning programming, software engineering, and computer science concepts.
A brief overview of some of my favourite terminal plugins and how they enhance my productivity.
A lightweight overview of how I organise and store my shell configuration.
Building hierarchical structures where individual objects and compositions are treated uniformly, with a file system example.
Understanding Python's iterator protocol and how to build custom iterators for efficient data processing.
How to use the Strategy pattern to make algorithms interchangeable, with practical Python examples for data transformation and file exports.
Exploring three different ways to implement the Singleton pattern in Python, using __new__, decorators, and metaclasses.
Understanding the Factory and Abstract Factory patterns in Python, with practical examples from data engineering.