I wanted a customizable, free way to analyze my own bike rides. So the obvious answer was an end-to-end data pipeline to achieve this.

There are some quick and easy ways to do this and then there's Airflow.

I needed a way to get my bike rides from Garmin, convert them to a useful format and save the files in Cloud Storage.