I will build a databricks etl pipeline with delta lake for your data warehouse
About this Gig
Most data pipelines fail silently. No audit trail, no quality checks,
one script doing everything. Your analysts run the same query twice
and get different numbers.
I build pipelines that don't do that.
WHAT YOU GET
Medallion architecture on Databricks + Delta Lake:
- Bronze: raw data lands immutably. Your recovery point.
- Silver: every row passes a quality gate. Failures are logged.
- Gold: aggregated, BI-ready Delta tables. Fast. Reliable.
Orchestrated as a Databricks Workflow DAG fully automated.
WHY IT WORKS
- Idempotent re-running never duplicates or loses data
- Auditable DQ metrics logged and queryable
- Recoverable any layer rebuilds from Bronze
I WORK WITH
Sources: CSV, Parquet, JSON, REST API, PostgreSQL, S3, ADLS
Platforms: Databricks on Azure or AWS
BEFORE YOU ORDER
Message me first with your data source and business question.
I confirm scope before you place. No surprises.
My Portfolio
FAQ
I don't have Databricks yet, can you help me set it up?
Definitely. Databricks Community Edition is free and takes 20 minutes to set up. I'll include setup instructions with your delivery if needed.
My data is in a database (Postgres/MySQL), not files. Does that work?
Yes. I connect Databricks via JDBC and ingest directly into the pipeline. Mention it when you message me so I can scope correctly
What if I'm on AWS instead of Azure?
The architecture and code are identical across clouds. Only the storage path changes (S3 vs ADLS). All packages work on both.
Will my team be able to maintain it?
Yes. Every delivery includes an Architecture Decision Record explaining what each notebook does and why. Standard and Premium include a commented GitHub repo.

