Money Diaries is a blog created and hosted by Refinery29. The blog's first post came out in 2016, and each week three new anonymous contributors post about their money spending habits. I built a data pipeline that aggregated four years of data from the blog and deployed a streamlit dashboard to demonstrate the findings. I used:

• Terraform, to provision cloud resources
• Docker, to create a container with the services that will be deployed to the cloud
• Mage.ai, for orchestration
• dlt, for data ingestion
• BigQuery, for data warehousing
• dbt, for data optimization and transformations
• Streamlit, for data visualization