Two collections. One professional home.
Exploring the intersection of artificial intelligence, healthcare innovation, and technical leadership through curated insights and research.
Papers & Perspectives brings together the technical insights and thought leadership of two innovators working at the forefront of AI, healthcare technology, and business transformation. This platform serves as a professional repository for research, analysis, and perspectives that shape the future of intelligent systems.
From systems architect to healthcare innovator, Ken Mendoza's journey spans 25+ years of AI and software development, including leadership roles culminating in a successful NASDAQ IPO. His work operates at the unique intersection of deep biomedical science, scalable software architecture, and defensible intellectual property.
AI-Powered Medical Journey Companion built from lived experience navigating complex care.
Learn More →Computational Immunology Research exploring Polly Matzinger's Danger Theory and context-aware clinical AI.
Learn More →SaaS & AI Automation Innovation Lab developing commercial AI products and protected innovation portfolio.
Learn More →Ken Mendoza's papers span the cutting edge of applied AI, technical systems thinking, and biomedical innovation. His thought leadership explores topics including immunology and epistemology—tracing the evolution from classical immune theory to context-aware models inspired by Danger Theory—blockchain transparency in enterprise architecture, and neural pathways for visual processing in both humans and artificial intelligence. Each paper reflects Ken's unique perspective at the intersection of scientific rigor, software architecture, and real-world healthcare challenges.
Co-founder of Oregon Coast AI, Toni brings creative vision and business innovation expertise to the intersection of AI technology and practical business solutions. Her work focuses on transforming organizations across Oregon and the Pacific Northwest through next-generation AI automation and intelligent systems.
Toni shapes not only Oregon Coast AI's creative direction but also its guiding values of human-centered innovation and genuine community empowerment. Toni’s leadership is defined by her ability to unite real-world experience with the latest AI advances, working closely with both those who face practical challenges and the experts who build powerful new tools. Through this unique approach, she helps harness the wisdom of lived expertise and the transformative power of technology—developing solutions that are engineered for excellence and designed with empathy. Whether addressing breakthroughs in healthcare or supporting the daily realities of small business, Toni’s vision ensures Oregon Coast AI empowers people and organizations to thrive—one innovative solution at a time.