01 Services
Fractional Healthcare Data Platform Engineering
Senior healthcare data engineering support without a full-time hire.
AI Workflow Engineering
Production AI workflows integrated into real data systems.
02 Featured work
Healthcare Research · Patient Matching
Clinical research patient identification platform
An ETL framework aggregating EHR data from 10 major academic health institutions, scaled from thousands of patients to tens of millions with billions of clinical records.
EHR sources → ETL framework → patient identification
RSV Research · Real-World Evidence
Real world evidence data products
Data products powering multiple real-world evidence studies in infant and adult RSV populations.
Clinical data → curated datasets → population studies
Healthcare · Clinical NLP
Clinical note extraction with local language models
A production pipeline using locally deployed language models to extract structured lab results from clinical notes, unlocking patients unreachable through structured data alone.
Clinical notes → local LLM extraction → structured lab results
Healthcare · AI Development Workflows
Multi-agent development workflows
An agentic team of coding, review, and testing agents built into the development loop for a production clinical interoperability pipeline, on the foundation of a full regression test suite spanning FHIR, HL7, and CCDA sources.
Pipeline changes → agent coding, review & tests → engineer approves
03 Why PromptFormr
Data engineering is changing. LLMs and AI enable new approaches to building transformation pipelines. Production systems still require strong engineering, evaluation, observability, and reliability. PromptFormr is a data engineering practice exploring how AI changes the future of data systems.
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