Blog
Your RAG Pipeline is Probably Overkill
With context windows growing past 1M tokens, do we still need RAG? I ran the experiments so you don't have to. Here's when to skip RAG, where the performance cliff is, and why reranking might be dead.
Genetic Algorithms for image reconstruction
How we can leverage genetic algorithms to help with image reconstruction.
Analyzing my Spotify listening history - Part 3
In part 3 we take a look at the audio features that Spotify labels songs with and how they relate to listening patterns.
Analyzing my Spotify listening history - Part 2
Continuing the Spotify listening history analysis. Exploring genres, correlations, and how my taste has changed over time.
Analyzing my Spotify listening history - Part 1
Soul searching through my choices in music. Using my Spotify listening data, we perform a dive into my listening behaviour.
Automated product recognition for hospitality industry insights 🍺
Bridging the gap to a data driven hospitality industry business intelligence on raw data.
Introduction to personal website
Introduction to personal website.