ETL
The part of the system I'm most proud of, and on which I spent the most effort, is the ETL process.
We had a series of shell scripts for each data source we ingested (there were many), which would pull the data and put it in an s3 bucket.
Then, early in the morning, a cron job would spin up an EC2 instance, which would pull in the latest ETL code... See more