Published Papers
Peer-reviewed Research
ORCID Verified
Three Interconnected Domains
Dr. Ruth Rodriguez, developer of the Felicitas Model for AI-Enabled Wellness. She is an artist and researcher, where her work bridges biology, technology, and human values. Each domain reinforces the others in a unified framework for understanding how technology affects human flourishing.
The Bio Side
Wellness & Survival
How digital signals improve biological outcomes. The Felicitas Model explores how AI-enabled communication triggers hope and wellness at a neurological level. Our breast cancer detection research applies machine learning to protect physical human life in underserved populations.
86.96% Accuracy
ML-based breast cancer detection
Copenhagen 2026
Cross-chain provenance research
The Digital Side
Trust & Provenance
Building digital infrastructure for authenticity in an AI-saturated world. Our cross-chain provenance research enables artisans and creators to prove ownership and authenticity. Solving the global pain point of verifying real human craft in a world flooded with AI-generated content.
Communication Bridge
Cognitive Rights
Humanizing AI systems and protecting cognitive autonomy. The Felicitas Model is the unifying framework—a communication architecture that bridges human consciousness with artificial intelligence. Ensuring technology respects human agency and dignity.
Felicitas Model
AI-enabled wellness framework
The Synthesis
The Felicitas Model is the communication framework; Machine Learning is the tool; and Cross-Chain Provenance is the proof of ownership. Together, they form a comprehensive approach to Bio-Digital Communication that protects human dignity and autonomy in an increasingly AI-mediated world.
Dr. Rodriguez
The Solution
Corporations are drowning in soulless AI-generated content. They are desperate for experts who can audit their AI presence and provide a Human-Alignment Strategy grounded in research principles. Make their technology feel more authentic, emotionally resonant, and accessible to users.
BIO-DIGITAL STRATEGY CONSULTING
1
Most organizations treat AI as a content generation tool. They deploy it at scale without considering the human impact. The result: disconnected users, low engagement, and eroding brand trust.
This is a direct business problem. Low user engagement means lost revenue. Branding disconnect means lost market share. The solution isn't more AI—it's smarter AI that respects human dignity and cognitive autonomy.
THE PROBLEM
2
Bio-Digital Strategy Consulting applies research-backed principles to humanize your AI presence. We audit your content, assess your UX/UI design, and deliver a Human-Alignment Strategy that makes your technology feel authentic.
The result: higher user engagement, stronger brand loyalty, and technology that users actually trust. That's worth $5k–$20k+ per user engagement.
THE SOLUTION
3
What Your Business Needs
Our Process
Understand your current AI strategy and goals
01 Discovery
Assess content, UX/UI, and human-alignment gaps
02 Audit
Develop custom Human-Alignment Framework
03 Strategy
Execute roadmap with ongoing support
04 Implementation
Research & Credentials
Dr. Rodriguez' work is grounded in rigorous peer-reviewed research. Her publications span bio-digital communication, machine learning diagnostics, and blockchain-based provenance systems.
ORCID PROFILE
0000-0001-8067-7967
RESEARCH FOCUS
Bio-Digital Communication & Cognitive Rights
SPECIALIZATION
AI-Enabled Wellness & Provenance
Present & Upcoming
2026
Conference
Presenter, 26th International Conference on Knowledge, Culture, and Change in Organizations (25-26 Jun 2026), Copenhagen, Denmark Conference paper: Machine Learning-Driven Interoperability for Cross-Chain Provenance: A Computationally Validated Trust Layer for Global Artisanal Sourcing.
2025
Conference
Participant, Startupfest Canada (July 2025): Engaged with global entrepreneurial trends and networking.
Copyright
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“KREATTIV omnichannel matching platform for buyers and sellers of artisanal products"
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Description: Developed a novel content embodied in a software architecture and its related documentation, specifically pertaining to a novel microservices architecture integrating AI/ML models and blockchain technology.
2024
Publication
International Conference on Electronics, Information and Communication Taipei (2024) Conference paper: Breast Cancer Detection in the Philippines Using Machine Learning Approach: A Pilot Study. CONTRIBUTORS: M.M. S. Tinao, R.B, Rodriguez, and E.R. F. Calibara. Retrieved from https://ieeexplore.ieee.org/document/10457253; DOI: 10.1109/ICEIC61013.2024.10457253
Bagarinao, R.T., Maranan, D. S.S., Serrano, J.V., Buttered S.B., Ybanez, D.N.L.J.B., Rodriguez, R.B., Depante, L.C., Rosario, LM, & Alip, A.S.Q. (2024). Sustainability office: An important element of the university of the future's organizational structure. In M.F. Lumina, P.G. Garcia, & R.T. Bagarinao (Eds.), University of the future: Perspectives, Transformations, and Sustainability (pp. 211-224). University of the Philippines Open University
2023
Publication
International Conference on Open and Innovative Education (ICOIE Hongkong, 2023) Conference paper: Felicitas Communication Model: An Engagement Process that Brings Hope and Wellness through Artificial Intelligence - Enabled Communication Platforms, Part of ISBN: 978-988-8439-70-6 CONTRIBUTORS: Dr. RB Rodriguez, FRSA
Women's and Gender Studies Association of the Philippines Annual International Conference (Philippines, 2023) Conference paper: Breast Cancer Detection in the Philippines Using Machine Learning Approach: A Pilot Study. CONTRIBUTORS: M.M. S. Tinao, R.B, Rodriguez, and E.R. F. Calibara.
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