WORK / PROFESSIONAL SYSTEMS
Four professional systems across insurance, healthcare, and private AI. The problem, the engineering decisions, and what changed.
From mixed claim packets to typed facts, visible exceptions, reviewer-ready decisions, and auditable workflow state.
Readmission, length-of-stay, utilization, quality, and FWA models designed around calibration, explainability, monitoring, and workflow fit.
A 0-to-1 product connecting risk models, data pipelines, embedded analytics, and care-manager workflows across nine programs.
OCR, retrieval, local inference, citations, and review stayed inside the data boundary while making evidence faster to inspect.
Selected engagements
Quality evidence, interoperability, hospital operations, and provider analytics.
HL7 documents · OCR · rules · review queues
geospatial validation · anomaly features · explainable review
ETL · validation · analytics · workflow automation
FHIR resources · event systems · clinical workflow
Capability crosswalk
Methods and technologies used across the professional work and public projects.
Readmission, LOS, utilization, quality, FWA, forecasting
Biomedical signals, genomics, hospital and provider analytics
Nine-program product, model delivery, monitoring, containers
Local OCR/RAG, HEDIS evidence, claim packets
Typed state, tools, exceptions, evaluation, authority boundaries
FHIR, HL7, SMART, CDS Hooks, team projects
0-to-1 platform, cross-functional delivery, nine programs