All work
A 0-to-1 data pipeline taken from concept to production.
Product · 0-to-1
Data Intelligence

Real-World Data Pipeline

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Early cancer detection depends on real-world clinical data, and real-world clinical data arrives messy and inconsistent from dozens of sources.

Hamad Gul led product management at Freenome for a 0-to-1 ETL pipeline that standardized all of it into a single Common Data Model. Downstream research and models were built on that foundation.

Outcome

A 0-to-1 data pipeline taken from concept to production.

Project details