About This Project
We had data everywhere and insight nowhere. Our sales team pulled reports from Salesforce, finance lived in Excel, and product used Mixpanel — and none of them agreed on the same number when they got into the same room. Decisions were getting made on gut feel and whoever shouted loudest. oDesk built a centralized analytics platform that connects our warehouse, CRM, product database, and financial systems into a single source of truth. Product managers build their own dashboards without writing SQL. Finance closes the month in two days instead of two weeks. And for the first time in four years, we walked into a board meeting with a data story everyone agreed on before we started presenting.
Technologies: Python, dbt, Snowflake, Apache Airflow, React, Metabase, AWS S3
