Natasha Singh
Hi there!
My journey started in data engineering and has woven its way into full stack product development, giving me lots of experience across the entire software development lifecycle.
I’ve spent the last 5+ years in the Center for Data Driven Discovery of Biomedicine (D3b) at Children’s Hospital of Philadelphia (CHOP).
I build open source apps and tools to help cancer researchers across the world integrate medical history and genomic data from sick kids in order to accelerate discovery of new treatments and cures.
Recent Projects
I've spent most of my time at CHOP working with a team to build out the NIH Gabriella Miller Kids First Data Resource Center.
I led the development of ingestion pipelines/tools to clean, ETL medical research data from 100's of sources, and built APIs for researchers and developers to explore the data via REST or GraphQL.
More recently, I've been developing full stack web apps for our internal data operations teams to collect, quality control, and ship data products to the larger research community outside of CHOP.
D3b FHIR Explorer
A prototype data exploration app for D3b members to query and view clinical patient data in multiple FHIR servers
Kids First Data Tracker
A data operations hub to collect, clean, validate, inventory, and publish data to other internal systems
Kids First Dataservice
A RESTful API serving the central reservoir of clean, medical research data for patients from 100's of research studies
Kids First Ingest Library
A Python based data wrangling toolkit and ETL pipeline to transform and load data from 100’s of research studies into various target systems