For the FCA, we designed a Kimball-based data warehouse architecture using Azure Data Factory, Databricks, and Terraform. This solution integrated massive datasets for regulatory compliance and trading analytics. By engineering parallel data processing pipelines and optimizing a 100-terabyte cloud platform, we enabled real-time analytics for over 250 active users across 20+ projects.
However, the same reason also makes it messy. If someone is having a bad day, we might see it as a sign of tension or lack of investment in the project. For outsiders, lacking an understanding of the complex dynamics of a team can lead to the wrong conclusions.