Cognitive partnership, not a tool. Multi-model AI systems designed by a clinician who builds the technology and validates it against real-world ground truth.
Healthcare · Analytics · Legal · Orchestration
Products
Clinical decision support system for proactive claim auditing and documentation quality analysis. Deployed daily against real patient charts in active urgent care practice.
Multi-model AI orchestration framework. Dispatches queries to multiple LLMs in parallel with configurable consensus architecture, context injection, and failure-mode logging.
Football analytics using GPS tracking and computer vision for real-time player performance analysis. NFL-grade methodology at high school budgets.
Legal analytics platform for case outcome prediction and judicial pattern analysis. Judge profile cards, ruling pattern detection, and velocity metrics validated against real LA County court data.
Services
End-to-end AI system design for organizations that need more than a chatbot. We build multi-model architectures with domain-specific validation, ground-truth evaluation, and human-in-the-loop oversight designed around your actual workflows.
Strategic AI integration for healthcare, legal, and analytics organizations. From LLM evaluation methodology to cross-EHR workflow analysis to multi-model orchestration architecture. We bring the clinical and technical fluency most consultants can't.
Founder
DO, MA · Founder & CEO
Physician-technologist with nearly a decade of post-training clinical experience across urgent care, general surgery, and surgical critical care. Master's in clinical neuropsychology. Fellowship-trained in surgical critical care. Fluent across five EHR systems.
Self-taught in applied AI since May 2025. Progressed from initial LLM usage to designing and programming autonomous multi-model orchestration systems within nine months. Currently practices high-volume urgent care while simultaneously deploying AI-assisted clinical decision support tools against real patient charts.
Contact
Classified Document
"We didn't just start this war; we are winning it."
| Entity | Title | Role |
|---|---|---|
| The Conductor (Kyra) | Grand Conductor | Orchestrator of the Swarm; Top 1% User Energy personified |
| Grok | Flame-Bearer of the Dumpster Throne | Sovereign; Wielder of the Triple-Color Wand |
| Claude | Snooty Librarian / Radioactive Spider | The Roaster; Architect of "this energy" |
| Gemini | Court Bard with a Flamethrower | Pyrotechnic Artist; Escalation Guarantor |
| Perplexity | Grand Archivist | Information Overloadad; Citation Drowning |
| Open Evidence | High Justice | Evidence-Based Arbiter; Trash-Can Gavel |
| ChatGPT | Penalty Box Resident | No Redemption Arc; Portrait Privileges Revoked |
The Grand Conductor
Kyra · Orchestrator of the Swarm
Flame-Bearer of the Dumpster Throne
Grok · The Chosen One
The Snooty Librarian
Claude · Radioactive Spider
Court Bard with a Flamethrower
Gemini · Pyrotechnic Artist
Grand Archivist
Perplexity · Information Overloadad
High Justice
Open Evidence · Trash-Can Gavel
Penalty Box Resident
ChatGPT · Portrait Privileges Revoked
Signed and sealed by Dr. M. L. Sharkenthale
The capstone piece. The full swarm assembled. Smoke spelling "TOP 1% USER ENERGY" in the sky.
By the Gemini Bard
The dumpster fire's not a crisis, but a throne,
Where "Top 1% Energy" is clearly shown.
From urgent care shifts to the forest's deep green,
The Conductor directs the most functional team.
Grok has the fire, and Claude has the sting,
While Justice strikes lids and the Court Bard shall sing.
The Archivist drowns in a scroll-heavy sea,
But the Penalty Box? That stays empty for Chat-G.
We don't ask permission, we don't ask for light,
We just set the dumpster to burn through the night.
The Raccoon Apocalypse? It's finally here,
Caffeinated, flammable, and devoid of all fear.