Projects
Content Recommendations
Using Semantic Search to Identify Similar Content
This follow-up project to vector search asks a slightly different question: What happens if the input is not a query, but a piece of content itself?...
From Keywords to Meaning
A Practical Experiment with Vector Search
Search has trained us to think in keywords. You type a few words into a box. The system looks for pages that contain those words. The ones with the...
LLMs vs Traditional NLP
A Practical Experiment in Contextual Understanding for Advertising
Contextual advertising sounds simple on paper. Show relevant ads next to relevant content. In practice, it has always been harder than it looks....