Analysing Every Property Sale in Ireland with Airflow and Python
Building an automated data pipeline for the Irish Residential Property Price Register, then using machine learning to recover missing data and GPU acceleration to make it fast.
Latest Articles
Notes, experiments, and write-ups from my ML & AI projects.
The Airflow and Docker Infrastructure Behind the RPPR Pipeline
A detailed walkthrough of the Docker Compose stack, Airflow DAG, and Python task design that orchestrates the Irish Property Price Register data pipeline.
Building an ML Blog from Scratch
How we built a minimal, dependency-light blog for an ML engineer — Flask, flat-file Markdown, Scaleway Serverless Containers, and a shell deploy script.