Selected work

Healthcare outcomes worth measuring

Representative engagements across telemedicine, revenue cycle, health systems, and physician groups. Each one follows the same structure: a real clinical or financial challenge, an engineered solution, and a measurable outcome.

Telemedicine

A HIPAA-aligned telehealth platform, launched in 5 months

Virtual visits, waiting rooms, clinical notes, and EHR write-back for a multi-state telemedicine provider.

5 mo
To production launch
HIPAA
Aligned architecture
3×
Virtual visit capacity
Next.jsWebRTCFHIR R4AWSPostgreSQL
Revenue Cycle

RCM workbench that cut preventable denials by 28%

Denial management, clean-claim rules, and A/R visibility for a multi-client revenue cycle organization.

28%
Fewer preventable denials
18%
Faster A/R turnaround
12
Client portfolios on one platform
ReactNode.jsX12PostgreSQLPower BI
Health Systems

FHIR interoperability layer across hospital EHR and ancillaries

A standards-based exchange layer connecting EHR, lab, and ambulatory systems for a regional health system.

70%
Fewer critical interface failures
FHIR
R4 production APIs
8
Systems on the exchange layer
FHIR R4HL7 v2SMART on FHIRAzureKubernetes
Physician Groups

AI documentation assist for a multi-site specialty group

Supervised AI scribe and note assist integrated into ambulatory clinical workflows.

12h
Saved per clinician / month
100%
Notes clinician-approved
4
Specialty templates live
PythonLLM assistEMR APIsReactAudit logging

Client names are withheld under NDA. Metrics reflect representative outcomes from engagements in each sector.

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