Projects

PhD project - University of Murcia - May 2023 - May 2026

A speech-analytics platform for teachers. They upload a recording of their class and get the transcript, who spoke when, how the session was structured, the questions their students asked and a summary written by a language model we host ourselves. Nine teachers got feedback from this work over three years, first as reports I made by hand and in the last year through the platform, and seven of the eight who answered a survey changed how they teach.

Personal project - Open source - Since June 2026

A finance web app for the Spanish tax system: calculators for income tax across the regions, wealth and gift tax and Social Security, and a portfolio tracker. I added an MCP server so an AI assistant can read and update a portfolio with exactly the permissions its owner granted. It runs self-hosted in Docker on my home lab and it is open source. I directed the build and reviewed the code; Claude Code wrote much of it.