My Blog

Getting Started with Evals - a speedrun through Braintrust

Writing your first eval test in under 5 minutes

How to create synthetic data that works

Lessons from generating a few million tokens of synthetic data with gpt-4o-mini

AI Engineering World Fair

Some thoughts from the AI Engineering World Fair

Grokking LLMs

Speedrunning everything I learnt in the past year

Writing your first Rust cli Tool

A quick guide to creating tools for yourself

Writing scripts that scale

A few actionable tips to writing better machine learning scripts

Everything I've learnt about writing good Python code

Speedrun your way to becoming a good python developer and don't make the same mistakes I did

Learning with Adult Responsibilities

Lessons from trying to teach myself about AI over the past 6 months

GPT-React

Using RAG to generate UI Components

A guide to RWKV V3

A guide to a strong open-source transformer alternative

Reinventing Gandalf

How to simulate a red-team attack on your own models to improve their robustness

Classifying Google Map locations with LLMs

Using LLMs to automatically tag and categorize your favourite eating spots

Whispers In The Background

Implementing an Event-Driven approach for whisper transcriptions