Making healthcare operations work better.
I design reliable software for the hard, human parts of healthcare, from payer operations and revenue cycle to clinical documentation and EHR workflows.
AI-powered payer operations and revenue-cycle workflows running at scale.
payer-provider interactions supported
staff hours saved for healthcare teams
workflow throughput improvement
Healthcare problems first. Technology in service of the outcome.
For leaders, the goal is less operational friction. For technical teams, that means dependable architecture behind every workflow.
Prior authorization & payer operations
Less status chasing. Clearer ownership. Faster movement through payer workflows.
Claims, denials & revenue cycle
Follow-up work that stays prioritized, traceable, and resilient across payer channels.
Clinical documentation & EHR integration
Clinical conversations transformed into reviewable information where care teams work.
A conversation grounded in experience, not guesses.
Visitors can ask about Kevin, describe a healthcare challenge, or simply start a conversation. Reviewed source material grounds Kevin-related answers before they are written.
See how the system responds when healthcare workflows don’t go as planned.
Trigger a payer timeout or a traffic spike to explore retry strategy, backpressure, observability, and human escalation. All data is simulated.
Technical depth with operational empathy.
Workflow design
Turn operational reality into clear states, ownership, and recovery paths.
Applied AI
Build useful agents and LLM workflows with grounding, review, and measurable outcomes.
Healthcare integration
Connect payer channels, clinical systems, and the teams responsible for exceptions.
Production reliability
Design for idempotency, backpressure, observability, audits, and graceful failure.
Healthcare context, AI systems, and production engineering.
Kevin brings technical depth across the full workflow: understanding operational constraints, designing the software, integrating the systems, and keeping the result reliable in production.
Healthcare operations
Prior authorization, eligibility, claims follow-up, denials, credentialing, patient access, and virtual-care workflows.
AI and clinical intelligence
Voice agents, LLM workflows, retrieval-augmented generation, structured extraction, speech and NLP, and human review.
Production systems
Workflow state, concurrency, queues, idempotency, retries, observability, cloud infrastructure, and Kubernetes.
From care delivery to documentation to payer operations.
The thread across Kevin’s work is simple: understand the people doing the work, then build systems that move it forward reliably.
Prior authorization & payer operations
- AI voice-agent microservices for eligibility, prior authorization, and payer conversations
- Workflow state, retries, structured extraction, and human escalation
- Production systems supporting payer-provider operations at scale
Claims, denials & RCM
- Claims follow-up, denial management, and credentialing workflows
- Concurrent processing and resilient payer integrations
- 7M+ interactions, 160K+ staff hours saved, and up to 4× throughput
Clinical documentation & EHR integration
- Speech and NLP pipelines that turn conversations into structured clinical notes
- SOAP notes, medical coding, confidence signals, and human review
- Integration work across Epic, Cerner, athenahealth, and other EHR/EMR systems