Manimacha
← All work

Financial Services · A financial analytics firm

A probability-of-default pipeline on Databricks

Challenge

The firm needed a probability of default analysis pipeline that could run reliably on their AWS Databricks environment, with no existing architecture to build from.

What I built

Owned the pipeline architecture end-to-end, from data ingestion through model-ready outputs, on AWS Databricks.

Outcome

Delivered a working, production-ready PD analysis pipeline the firm could run on demand.

AWS DatabricksRisk AnalyticsFinancial Services

Have a similar problem?

Let's talk through what it would take.

Get in touch