
I Built a Prediction Engine for a World Cup I Never Watched
How I built a self-updating World Cup prediction site with a 1997 statistics model, and everything I got wrong along the way
Exploring software, AI, and the art of creation. Find insights, tutorials, and reflections below.

How I built a self-updating World Cup prediction site with a 1997 statistics model, and everything I got wrong along the way

How fine-tuning can transform a generic AI model into a specialized powerhouse for your specific needs

A clear comparison between Large Language Models and Large Content Models and why understanding their differences matters

How Anthropic's MCP is changing the way we integrate AI models with external tools and data sources

Key insights and best practices learned from troubleshooting SailPoint IIQ implementations in high-stakes production environments
Learn how to optimize your Next.js applications for better performance and user experience.

An introduction to my blog and what you can expect to find here.