Learn by building. Real tools, real outcomes—stuff you can actually show in an interview without making things up.
Medallion architecture (Bronze → Silver → Gold) for orders, customers, and products.
Live Metabase dashboard with drill-downs and scheduled reports.
Automate ingestion from APIs, transform with DBT, surface campaign ROI.
Clustering and segmentation with Python and SQL for targeted campaigns.
Design and analyze A/B tests with statistics and Python.
Build a working language model: tokenization, attention, training, and deployment.