Agentic AI & research data
Designing transparent, Agentic capabilities and persona-based AI systems that support FAIR metadata, schema creation, repository publication, and scientific progress & interoperability.
Related writing & research →Research technology leader · academic researcher · IT project manager · author
PhD · MBA (Information Technology Management) · MLIS · MA
Building intellectual and technical infrastructures for research in the era of artificial intelligence.
Research across artificial intelligence, research data, digital scholarship and emerging technologies. Creating new institutional strategies for research institutions and libraries with media and telecommunications infrastructures and successful R&D IT implementation, teaching, and scholarly communication ecosystems.
Research profile
Designing transparent, Agentic capabilities and persona-based AI systems that support FAIR metadata, schema creation, repository publication, and scientific progress & interoperability.
Related writing & research →Developing AI library-led approaches that make advanced models, local AI, and computational research more legible and broadly available.
Related writing & research →Connecting digital and multimodal repositories, visualization, preservation, scholarly communication, and open-source tools into sustainable research ecosystems.
Related writing & research →Reading technology through ethics, philosophy, psychoanalysis, cultural theory , visual systems and semiotics, and the longer history of human telecommunication and progress of knowledge.
Related writing & research →Featured research
A concise selection from a larger scholarly and professional record.
A persona-based architectural blueprint for research data, metadata, schema creation, crosswalks, and repository publication.
Read the blueprintA pragmatic methodology for AI literacy, Labs, R&D, local/open LLMs, and research-computing infrastructure.
Open paperCo-edited open-access volume on machine learning, natural-language processing, and emerging AI infrastructures in libraries.
View the volumeA strategic account of the shift from information scarcity toward abundant intelligence and new forms of AI literacy.
Read the articleEducation
New York University
American Public University
University of Western Ontario
New York University
University of Manitoba, Canada
Multimedia/Web Design, NYU · Business Information Systems · French immersion, Montreal/Laval
Experience
2024—present
Acting AUL for Research & Technology; Director of Research Services
Leadership for research services, emerging technology, data-intensive scholarship, AI literacy, research computing partnerships, and program strategy.
2022—2024
Associate Dean, Research Collections; Strategy & Research Impact Coordinator
Directed research collections and advanced strategy, assessment, scholarly impact, and technology-enabled research services.
2014—2022
Director, Research Collections & Digital Services
Built digital scholarship, research data, repositories, preservation, learning-space, visualization, and emerging-technology programs.
2011—2014
Director, Online Libraries & eLearning
Led a global online academic library, course-guide infrastructure, analytics, quality assurance, and large-scale learning support.
2006—2010
Head, Digital & Learning Technologies
Developed digital library, multimedia, web, visualization, and next-generation learning-space services.
2002—2006
Webmaster / Web Services Librarian
Led library web strategy and early digital initiatives, multimedia systems, and visual-information projects.
1996—2000
Film Library Coordinator, Everson Film Archives
Supported cinema scholarship, archival collections, teaching, and media research.
Publications
Presentations
Persona-based agentic AI for FAIR research data, metadata, schema, and crosswalk workflows.
View presentation / recordUC Riverside Libraries’ multi-unit integration model.
View presentation ↗A library-led model for accessible research computing.
View presentation / recordA strategic view of institutional memory, technological change, and library futures.
View presentation / recordVibe coding demonstrations for research and learning applications.
View presentation / recordStrategic multi-unit integration at UC Riverside.
Watch / learn more ↗AI Coding and Programming · 2025—2026
Agentic research-data architecture, personas, metadata workflows, build specifications, and prototype interfaces.
Curriculum builders, model-comparison frameworks, research assistants, and workshop demonstrations.
Interactive dashboards and visual explanations that translate complex research and institutional evidence.
Rapid prototyping across education, cultural analysis, research support, and exploratory scientific workflows.
AI-related research, social media, and public scholarship · 2022—2026
A separate thematic archive of long-form public scholarship on AI, science, education, media, institutions, and technological change.
Enter the writing archiveComplete academic record
01
02
University, system, state, national, and international participation spanning research strategy, AI, research computing, digital oversight, data repositories, collections, learning technologies, and faculty services.
Boards & committees →03
04
Selected institutional initiatives include AI literacy and research-technology programs at UC Riverside; research collections and impact strategy at Mississippi State; open-source digital scholarship, preservation, research-data, and learning-space infrastructures at Texas State; award-winning online course-guide systems at APUS; and early visualization, multimedia, and digital-library platforms at UWF and Miami.
UCR Research Services accomplishments ↗Institutional leadership record →05
White papers, R&D, interactive multimedia, videography, and creative work
A long-form experimental practice connects technological research with visual culture and humanistic inquiry. Current work includes AI-lab strategy, model evaluation, dashboards, research-data systems, and institutional futures; earlier work spans information visualization, digital image libraries, cinema and media studies, interactive systems, and creative digital scholarship.
Explore the full creative research record ↗Research & publication archive →06
Recent teaching centers on deep-research models, AI-assisted development, prompt and model literacy, AI video, research visualization, data repositories, and responsible use. Earlier courses and workshops address information design, web development, digital scholarship, visual information, research methods, and academic technology.
Teaching & workshop archive →07
Continuing professional development in cybersecurity, responsible AI, research computing, data stewardship, digital preservation, project and technology management, assessment, leadership, and emerging academic technologies.
Professional development in academic record →08
Graduate formation in information organization, reference and research services, information systems, management, collections, digital libraries, information behavior, research methods, and the social foundations of information institutions.
09
10
English
Primary
French
Secondary; immersion study
Ukrainian
Secondary
Contact
A structured inquiry form routes research collaboration, invited presentations, workshops, editorial work, and selected advisory engagements to ruzwyshyn@gmail.com.