Machine Learning

Parts 1 and 2 of this series focussed on the technical aspect of improving the experimentation process. This started with...

, I walked you through setting up a very simple RAG pipeline in Python, using OpenAI’s API, LangChain, and your...

hype surrounding AI, some ill-informed ideas about the nature of LLM intelligence are floating around, and I’d like to address...

a method to standardise communication between AI applications and external tools or data sources. This standardisation helps to reduce the...

world of deep learning training, the role of the ML developer can be likened to that of the conductor of...

, the work output of knowledge workers, is the single most valuable data source for LLM training, uniquely capable of...

in fashion. DeepSeek-R1, Gemini-2.5-Pro, OpenAI’s O-series models, Anthropic’s Claude, Magistral, and Qwen3 — there is a new one every month....

excellent language for rapid prototyping and code development, but one thing I often hear people say about using it is...

This post continues Behind the Tap, a series exploring the hidden mechanics of everyday tech — from Uber to Spotify to search...

the world of financial services, Know-Your-Customer (KYC) and Anti-Money Laundering (AML) are critical defense lines against illicit activities. KYC is...