AI Strategy & Systems
AI strategy and implementation, systems analysis, human-centered AI, HITL systems, workflow architecture, use-case development, and AI-assisted decision support.
05 / Resume-CV
AI systems analysis.
Human-centered implementation.
AI Systems Analyst, AI Strategy & Integration Consultant, and Human-AI Workflow Architect with 20+ years across systems analysis, information technology, analytics, technical research, government contracting, security risk management, and emerging AI technologies.
Positioning
AI strategy connected to systems, evidence, and operational use.
My work centers on designing human-in-the-loop, AI-assisted workflows that combine LLMs, data, APIs, analytical frameworks, evidence validation, and human judgment. The focus is practical implementation: translating organizational requirements into usable, governable, and auditable decision-support systems.
Generative & Agentic AI
LLMs, agentic workflow design, LLM orchestration, custom GPT development, prompt architecture, AI personas, and knowledge-base design.
AI Analysis & Assurance
AI-assisted research and OSINT, NLP, content analysis, LLM evaluation, output verification, evidence provenance, source validation, and confidence assessment.
Data, Governance & Adoption
OpenAI API, Python, R, SQL, Tableau, Power BI, API-enabled workflows, responsible AI, process automation, technical documentation, SOPs, and user training.
Experience
Professional experience
A systems and analysis career that progressed from federal IT and technical documentation into data analytics, structured research, AI integration, and human-AI decision-support architecture.
AI Systems & Strategy Consultant / Independent Contractor | 2023-Present
Quanta Analytica / MNS Consulting
- Design human-in-the-loop AI systems and analytical workflows integrating LLMs, structured data, APIs, evidence validation, and analyst review.
- Develop custom GPTs, AI personas, prompt architectures, knowledge bases, structured LLM workflows, governance controls, SOPs, and training resources.
Global Security Data Analyst & AI Systems Integration Specialist | 2021-Present
ARAC International Inc.
- Lead AI-assisted analytical workflows for geopolitical risk, conflict analysis, governance, humanitarian analysis, information integrity, and security risk management.
- Developed the Quanta Analytica Process (QAP) and human-machine workflows combining structured data, OSINT, structured analytic techniques, analyst adjudication, and evidence-based reporting.
AI Integration Consultant & Systems Research Consultant | 2023-Present
Lladner Business Solutions, LLC
- Design AI-enabled research, compliance, risk-management, knowledge-management, dashboard, and reporting workflows.
- Translate business and analytical requirements into LLM-enabled workflows, custom GPT tools, prompt libraries, and practical user documentation.
Special Projects Research Analyst & Data Visualization Specialist | 2005-2017
Veracity Engineering LLC | U.S. Government Contractor
- Supported FAA and National Airspace System modernization through systems research, requirements analysis, data validation, analytics, technical documentation, and decision-support reporting.
IT Technical Support Analyst & Systems Documentation Specialist | 2000-2005
Lockheed Martin / CSC / DynCorp International / KenRob Associates | U.S. Government Contractor
- Supported federal IT, network, logistics, data-management, access-control, continuity, documentation, and workflow-improvement operations.
Applied AI
Selected AI and digital systems projects
Representative platforms and methodologies demonstrate the integration of AI strategy, workflow architecture, data systems, structured analysis, and human review.
- Quanta Analytica Process (QAP): Human-AI analytical methodology integrating evidence management, structured analytic techniques, AI-assisted research, scenarios, confidence assessment, QA, and decision-support reporting.
- Quanta Conflict Signal Workbench: AI-assisted conflict-analysis workflow integrating event data, signal detection, evidence validation, analyst adjudication, indicators, scenarios, and reporting.
- ARAC Global Stability Analytics Dashboard: Governance, fragility, and stability analytics with documented interpretation and decision-support workflows.
- MOSAIC Displacement Signal Console: IOM DTM-based displacement monitoring, signal detection, trend analysis, humanitarian access context, and analyst review.
- Africa Conflict Exposure Monitor: ACLED-based conflict analytics requirements covering interactive mapping, event taxonomy, Admin1/regional analysis, multi-year trends, and exports.
- AI-Assisted Data Analysis & Data Journalism Framework: Standardized workflow for data stories, geospatial products, AI-assisted investigations, visualization, provenance, verification, and publication-ready outputs.
- OpenAI GPT Store / Digital Navigator: Custom GPT assistants and AI governance/media-literacy content supporting research, risk, compliance, human rights, NGO security, and editorial workflows.
Credentials
Education and professional credentials
Security Risk Management Professional, INSSA SRMP-R / SRMP-C
Open-Source Intelligence, Basel Institute on Governance
Institute for Economics & Peace, Positive Peace Ambassador
ITIL 4 Foundations, Technical Institute of America
Digital Marketing, Borough of Manhattan Community College
Information Technology: Network Design (CCDA), University of Maryland University College
Microsoft Certified Professional & CompTIA A+
Interdisciplinary Studies, University of Virginia
Resume document
Review my resume in PDF formatt.
The public portfolio copy.