Jacob Mulligan

Background

About Jacob Mulligan

Good Data Studio is a small team of data engineers, data scientists, and actuaries using data to help healthcare startups show value to payors, improve internal operations, measure clinical outcomes, and stand up data infrastructure.* Developing LLM-powered systems to extract structured clinical insights from unstructured medical records and provider notes * Building RAG systems to help clinical teams quickly access and synthesize patient histories across multiple data sources * Creating AI assistants to automate routine care coordination tasks and improve care team efficiency * Data stack setup: dbt, BigQuery, Snowflake, Looker, Fivetran, Hightouch.* HIE and ADT integrations: ingest CCDA/FHIR from regional HIEs or vendors like Zus, Particle.* Clinical outcomes measurement for teams running programs for diabetes, weight loss, hypertension, and other chronic conditions.* Create white papers demonstrating cost and quality outcomes.* Report building to measure and manage internal operations, leadership KPI development.* Product strategy for data and healthcare startups. Reach out jacob @ gooddata.studio Previously, I joined Firefly Health as the 1st data hire / 9th employee, and was the head of data. While there I set up snowflake, looker, dbt, and FiveTran and grew the analytics team to include ML, analytics engineering, and reporting. Prior to Firefly I was at PillPack (acquired by amazon), I joined as the 1st employee and software engineer. I helped build much of PillPack’s early patient facing web apps as a front end engineer before moving to full stack development supporting pharmacy operations then ultimately joining the operations strategy team as an analyst.