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.
Ken Mendoza's papers span the cutting edge of applied AI, technical systems thinking, and biomedical innovation. His thought leadership explores topics including photography, first principles thinking, 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 challenges.
Independent computational research lab at the intersection of information geometry, dynamical systems, and formal verification.
Learn More →Computational Immunology Research exploring Polly Matzinger's Danger Theory and context-aware clinical AI.
Learn More →Deep Tech Physics Lab developing first-principles methods for high-noise systems across AI safety, climate, quantum, and materials science.
Learn More →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.
A coastal-inspired creative lab for experiments, stories, and interactive prototypes blending AI, art, and storytelling.
Learn More →AI-powered SEO and business automation services transforming organizations across Oregon and the Pacific Northwest.
Learn More →AI-ready web architecture with dual-layer content delivery optimized for both humans and AI agents at the edge.
Learn More →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.