Case Study

Case Study From Chaos to Consistency:Creating a Scalable ETL Frameworkon AWS Glue Author – Parth Pandya Overview As organizations scale, managing data pipelines across multiple systems becomes increasingly complex. For us, AWS Glue provided a powerful platform for building ETL jobs—but over time, we began to see a pattern: similar logic was being duplicated across […]

Case Study Building Trust in Data Migrations with DBT: The Power of audit_helper During a major dbt refactoring, we faced challenges in ensuring data accuracy—and found a reliable solution in the audit_helper library.Author – Ankit Devani Overview When migrating data to a new warehouse, optimizing dbt models, or cleaning up legacy transformations, even small changes

Case Study Improve Email Deliverability with Custom Tracking Domains How we improved inbox placement by 15-20% for a fast-growing email campaign platformAuthor – Sahil Gajjar Overview A fast-growing email campaign platform was facing deliverability issues across major inbox providers. While SPF, DKIM, and DMARC were correctly configured, emails still ended up in spam, especially for

Case Study Cost-Efficient Data Engineering Optimizing Snowflake Costs for High-Volume Airflow-DBT PipelinesAuthor – Arpan Shah Overview A client was experiencing high Snowflake costs due to inefficiencies in their DBT jobs and warehouse configurations. With over 500+ daily DBT jobs, running for approximately 13 hours with a maximum parallel execution of 39 jobs, optimizing performance while

Strengthening Dashboard Integrity with Real-Time Data Quality Framework Author – Roopali Bhatt Business Impact 85% Fewer Incident Tickets Dashboard-related issue reports dropped significantly. 70% Faster Issue Detection Data problems caught earlier, before impacting decisions. 60% 60% Higher Dashboard Trust User confidence improved based on internal surveys. Problem Statement Our client, a New York-based e-commerce company