What I do
Every industry has a document that is too dense, too long, or too complex to read manually until the moment it costs you $50,000.
A denied ERA batch where the wrong clusters are getting appealed. A payer formulary where the enforcement landscape shifted last quarter and nobody in the appeals queue knows yet. A prior auth template built for shortage documentation that is now running against a completely different denial vector.
I find what is hiding in those documents before it becomes a loss.
My background is clinical medicine. A physician does not treat a symptom. They find the root cause before touching the patient. I apply that same diagnostic precision to revenue intelligence and data systems.
Not wrappers. Not chatbots. Systems that professionals trust with real money and real decisions.
15+ years turning complex data into tools that make the right call in seconds, not hours.
Current work
BillerBrain Shield™
Denial intelligence for RCM agencies and telehealth practices. Upload a denied ERA batch. Every cluster gets a verdict before your team opens a single file. Recoverable, Conditional, or Not Recoverable. Payer-specific root cause. Drug-specific appeal pathway. BAA-compliant intake. 48-hour turnaround.
Currently accepting free Denial Intelligence Briefs. First 20 claims analyzed at no cost.
BillerBrain™
Medical billing intelligence for billers, coders, RCM agencies, and billing educators. Decodes any CARC, RARC, or Group Code combination in seconds with the action plan, financial responsibility, and appeal pathway. No PDF manuals. No generic AI hallucinations. Four modes built for how professionals actually work: Professional, Agency, Educator, Student.
billerbrain.com →Background
I am clinically trained as a physician.. I spent years learning to diagnose complex cases where small, invisible factors created major downstream consequences. That diagnostic lens does not leave you.
I apply the same precision to denial intelligence and revenue systems. When a claim keeps losing, it is usually not a documentation problem. It is a root cause problem — and finding the actual root cause before building the appeal is what separates recoverable revenue from written-off AR.
Get in touch
If you received an outreach email from me, you can verify everything about my work here before we talk. If you are an RCM agency or telehealth practice dealing with GLP-1, ketamine, or compounded drug denials — the free brief is the fastest way to see what Shield finds in your actual ERA batch.