KEN MENDOZA

Danger Theory–inspired, patent-backed platforms across quantum, climate, AI, sensing, and materials.

Building cross-domain systems for immune monitoring, quantum stability, climate and earth modeling, music and AI, quantum sensors, and materials science.

Innovation Portfolio

14

Patents in Proteomics

Arbor Vita Corporation

  • Drug target identification and validation
  • Molecular modeling and computational biology
  • Laboratory information management systems
  • Ischemic stroke research and therapeutics

About Ken Mendoza

Ken Mendoza - AI Healthcare Founder

Danger Theory–inspired innovator Ken Mendoza operates at the intersection of deep biomedical science, scalable software architecture, and a 19-asset intellectual property portfolio. His journey began in the trenches of Silicon Valley tech companies, where he learned to build scalable systems and navigate the complex path from innovation to IPO. His technical foundation spans 25+ years of AI and software development, including leadership roles that culminated in a successful NASDAQ public offering.

The defining moment came during a deeply personal health crisis experienced by Ken's soulmate and the love of his life, Toni. Her medical journey—a relentless series of more than a hundred complex tests involving numerous specialists—ultimately led to the diagnoses of both a brain tumor and autoimmune disease, conditions that had previously gone undetected. This transformative experience exposed fundamental gaps in medical information management and care coordination, inspiring Ken's mission to revolutionize healthcare through AI and fueling the creation of MedAdvocate.

Today, Ken operates at the unique intersection of deep biomedical science, scalable software architecture, and defensible intellectual property backed by a 19-asset intellectual property portfolio. Ken's work develops Danger Theory–inspired computational frameworks that detect danger signals in immune, physical, and AI systems. His research spans from Danger Theory–inspired computational models of immune danger signals and tissue stress to building AI-powered clinical tools.

With 14 patents in proteomics and 5 additional provisional patents spanning quantum computing, AI, materials science, and other domains, plus extensive experience in drug target identification, Ken brings a rare combination of scientific rigor, technical execution, and venture leadership to the next generation of healthcare innovation.

19
Provisional & Issued Patents
25+
Years in AI/Tech
NASDAQ
IPO Success

Intellectual Property Portfolio

Ken's portfolio comprises 19 active patent applications spanning healthcare, quantum computing, materials science, AI, cybersecurity, and geoscience. The portfolio is strategically structured with core mathematical frameworks held as trade secrets, while domain-specific hardware and applications are patent-backed or filing-ready. Several methods have already been exercised on IBM Quantum systems with Qiskit, providing early hardware validation of the quantum layer.

Frameworks Held as Trade Secrets

  • Universal hysteresis and entropy frameworks for cross-domain optimization
  • Thermodynamic stability methods applicable across physical, biological, and computational systems
  • Multi-threshold dwell-time algorithms for false-positive reduction

Patented and Filing-Ready Domains

Quantum Computing

Hardware-compatible methods for stabilizing quantum error correction and quantum information processing.

AI & Music/Media

Thermodynamic optimization of neural networks that reduces hallucinations and compute cost, with extensions to audio and generative media.

Materials Science

Information-theoretic phase prediction and battery safety, with orders-of-magnitude speedups over traditional simulation.

Quantum Sensing & Security

Quantum-era sensing and security architectures that protect quantum networks and hardware from instability and attack.

Climate & Earth Systems

Geophysical and geospatial inversion methods for climate, subsurface imaging, and environmental risk.

Immune & Mental Health

Computational, Danger Theory–inspired models of tissue stress, immune danger signals, and psychoneuroimmunology.

Cybersecurity & Authenticity

Biomimetic cybersecurity and deepfake detection using entropy inversion and apoptosis-style defense.

Key Ventures

MedAdvocate.app

AI-Powered Medical Journey Companion built from lived experience navigating complex care. Consolidates symptoms, tests, and medical records into AI-accessible insights.

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DangerTheory.org

Computational Immunology Research Platform exploring Polly Matzinger's Danger Theory and its implications for context-aware clinical AI. Bridging biological pattern recognition with machine learning efficiency.

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Oregon Coast AI

SaaS & AI Automation Innovation Lab co-founded to develop commercial AI products and build a protected innovation portfolio. Focus on business automation and intelligent systems.

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Professional Background

Co-founder, MedAdvocate

Created AI-powered medical journey platform

Co-founder, Oregon Coast AI

Building the next generation of commercial AI products with protected innovation portfolio

Independent Consultant & Creative Professional

Independent consulting and creative ventures while maintaining expertise in technology and biomedical innovation

Bioinformatics & Systems Integration Lead

Arbor Vita Corporation

Developed 14 patents in proteomics and led drug target identification programs

Chief Technology Architect

Digital Lava Inc.

Led innovation resulting in successful NASDAQ IPO

Thought Leadership Papers

The Primal Image

Analyzes the "low road" neural pathway for high-contrast visual processing and its implications for AI perception.

Technical Skills

AI & Machine Learning

  • AI Guardrail Architectures
  • Computer Vision
  • NLP Systems
  • LangChain
  • Anthropic
  • OpenAI
  • Agent Frameworks

Biomedical & Research

  • Computational Biology
  • Proteomics
  • Immunological Theory
  • Drug Target Identification
  • Molecular Modeling
  • Bioinformatics

Development & Infrastructure

  • Python
  • JavaScript / TypeScript
  • Rust / Go
  • Cloudflare Workers
  • Edge Computing
  • PostgreSQL / Supabase
  • Vector DBs (Chroma, Pinecone)

How to Work Together

Ken is actively seeking partnerships and collaborations across multiple domains to bring these innovations to market.

Healthcare & Mental Health

Licensing and co-development of Danger Theory–inspired immune and mental health platforms with healthcare and medtech partners.

Technology Licensing

Licensing of quantum, materials, and AI optimization inventions to technology vendors, TTOs, and industrial partners.

Advisory & Architecture

Retainer-based advisory and architecture for deploying hysteresis and entropy-based systems in edge and cloud environments.

Get In Touch

Are you an investor or strategic partner seeking to drive innovation in healthcare AI and biomedical technology? Join Ken Mendoza—AI Healthcare Founder, Biomedical Innovator, and Technology & IP Leader—in building the next generation of medical solutions. Let's explore opportunities in quantum, climate, AI, or immune monitoring together.