Ask Aaron
Ask about my work history, research, data engineering projects or skills. The assistant retrieves from a curated knowledge base of my CV, publications and project documentation, routes each question to the right collection and answers with citations from the retrieved material.
The assistant can take up to a minute to appear the first time you open this page. While it starts, the box below stays blank. Once it’s up, it answers within a few seconds.
If the embedded app does not load, open it in its own tab.
How it works
Questions are classified into one of three routes (work history, my own research, or the related literature), each backed by its own vector collection. Retrieved chunks are shown alongside every answer — tick “Show retrieved chunks” to see the passages it read and which route it took. The pipeline is Python, ChromaDB and Claude, deployed on Google Cloud Run.