Bitstrapped

Bitstrapped is a data and machine learning consultancy that designs data integration and warehousing systems, much of it on Google Cloud. Its team builds pipelines that move data out of sources such as Oracle and Postgres and into analytics platforms, and it has worked with the open-source Airbyte tool since early 2021.

What Bitstrapped offers

• Data pipelines — custom Apache Spark and Dataflow (Apache Beam) pipelines for large projects.
• Data migration and integration — moving data from many sources, with retry logic and pipeline monitoring.
• Data warehousing on Google Cloud — setups combining Dataflow, Composer and BigQuery.
• ELT tooling — work with Airbyte, including custom connectors built on its Connector Development Kit.
• Machine learning — a dedicated team working on machine learning projects.

Who it works with

The firm describes its work as helping companies gain stronger data warehousing capability and handle large data migrations.