Dr. Dallas McMillan | BVSc, BSc

Principal Systems Architect specializing in High-Compliance Autonomous Agents, OneHealth Biosecurity, and Local-First AI Orchestration.

Building resilient infrastructure for high-stakes environments where connectivity is unreliable and compliance is critical. 25 years clinical veterinary expertise + 15 years full-stack development = systems that work where they're needed most.

AI-Powered Scientific Integrity First AI system with recursive self-validation for peer review. 94.7% accuracy in predicting publication outcomes through multi-agent consensus. Democratizing research validation. #ai-validation #peer-review #scientific-integrity

Lightweight DOI Validation Service FastAPI service returning validation scores, peer review counts, and dispute flags for research papers. Powers the Alexandria browser extension. #fastapi #doi-validation #research-tools

Open-Source Primitives for Interspecies Communication The Eyes (grimace detection), Ears (vocalization analysis), and Brain (Bayesian fusion) for decoding animal welfare signals. Named for the doctor who could talk to animals. #animal-welfare #bayesian-fusion #bioacoustics

Math-Based Identity & Proof Layer for AI Ed25519 identity and cryptographic "Proof of Reasoning" for autonomous actors. Enables agents to own their identity, prove their work, and participate in verifiable economies. #math-based #cryptographic-proof #autonomous-agents

Clinical Documentation for High-Compliance Environments Web interface for professional biosecurity and clinical systems. Built for OneHealth applications where data integrity and audit trails are non-negotiable. #clinical-ai #biosecurity #onehealth

Local-First AI Orchestration Privacy-respecting AI for macOS with mathematical audit integrity. Every action cryptographically signed, every decision tamper-evident. #local-first #privacy #audit-integrity

Production-Grade Agentic Loops Extends the Ralph Wiggum Concept (but smarter) B.A.R.T., L.I.S.A., M.A.R.G.E., H.O.M.E.R., H.O.U.N.D - specialized agents for automated development, clinical triage, and biosecurity surveillance. #agentic-ai #automation #development-tools

Scaling AI-assisted pest and disease identification for Northern Australia biosecurity (FMD, Fire Ants, Spiralling Whitefly). Local-first systems for Torres Strait and Cape York deployment.

Mathematical Geometry: HERO 93 and Glyph. Exploring the Root 42 / Root 51 framework and emergent primitive graphs revealed by Hardcard including HERO 93 (the ideal 93-point solid). Exploring the mathematical foundations of the ideal 93-point solid. Investigating emergent primitive graphs revealed by Hardcard's verification layer. HERO 93 demo: https://hero93.web.app/, HERO 93 video: https://www.youtube.com/watch?v=UoDEynVtBe4

GLYPH-13 Glyph-13 is a research project and interactive visualization tool that demonstrates the geometric periodicity of the Latin alphabet. By mapping the 26 letters onto a 13-node bipolar wheel anchored by the 5-12-13 Pythagorean triple, the project reveals that language is a self-organizing vector field with predictive semantic properties. View Research, https://glyph.web.app/

Eliminating "Diagnostic Hallucination" through verifiable Bayesian fusion and expert-consensus mapping. Building trust through mathematical verification rather than statistical approximation.

infrastructure = {
    "math-based": ["Hardcard", "Ed25519", "SHA-256"],
    "clinical": ["VetSorcery", "AIVA", "VetNotes"],
    "biosecurity": ["Northern Shield", "OneHealth"],
    "agentic": ["SimpleLLMs", "MacAgent", "R.A.L.P.H"],
    "research": ["Alexandria", "Alexandria-API", "HERO 93"],
    "bioacoustics": ["Doolittle OSS", "Bayesian Fusion"],
    "frontend": ["SvelteKit", "TypeScript", "React"],
    "backend": ["Python", "Node.js", "FastAPI"],
    "deployment": ["Firebase", "Vercel", "Docker"]
}

Cairns, Queensland, Australia

• Agency: Influential.Digital
• Research: Hardcard.org
• Clinical Ecosystem: AIVET.dev • AIVA.vet • VetSorcery.com • VetNotes.me

Building systems that work where connectivity doesn't and compliance can't be compromised.