Research Hub¶
Welcome to the Research Hub, where I explore the intersection of AI, cybersecurity, and knowledge management through practical projects and innovative approaches.
Research Areas¶
🔒 Cyber-Security & Threat Modeling¶
Next-generation approaches to application security, threat modeling, and security governance in the age of AI. Featuring 25+ articles on semantic threat modeling, supply chain security, AppSec innovation, and ephemeral security architectures.
🤖 AI & Development¶
Exploring the practical applications of generative AI in software development, from LLM security patterns to deterministic data pipelines. Includes methodologies like IFD (Iterative Flow Development) and No Code Development.
🕸️ Knowledge Graphs¶
Semantic graphs, ontologies, and their applications in security, AI, and knowledge management. Learn how graphs can transform the way we organize and connect information, including ephemeral graph databases and LLMs as graph systems.
📰 The Future of News¶
Building trust in journalism through provenance, identity graphs, and new monetization models. Examining how technology can restore faith in news and create sustainable business models.
🇪🇺 Europe & Learning¶
Europe's AI governance, sovereign cloud opportunities, and the transformation of education through generative AI. Includes perspectives on European tech sovereignty and learning methodologies.
🚀 Projects & Innovation Lab¶
GenAI-driven tools, MVPs, and business ventures at the cutting edge. Over 40 active projects showcasing practical applications of emerging technologies, from VulnAI to strategic partnerships.
🏢 Organizational Transformation¶
How organizations can leverage AI, semantic graphs, and modern methodologies to transform their operations, from hiring practices to meeting efficiency.
Latest Research (Summer 2025)¶
Check out the most recent additions to the research hub:
August 2025¶
- Iterative Flow Development (IFD) Methodology - Revolutionary approach to AI-assisted development achieving 10-20x productivity gains
- Surrogate Dependencies: Simulating Backends for Offline-First Development - Enabling fully offline development with prerecorded API data
July 2025¶
- Ephemeral GenAI SIEM: A Serverless, Graph-Driven Approach - Revolutionizing security event management
- Project VulnAI: AI-Powered Vulnerability Risk Management Platform - Next-generation vulnerability management
June 2025¶
- User-Driven Semantic Persona Graphs Powered by GenAI - Interactive knowledge graph creation
- Strategic Partnership Proposals - AWS, Neo4j, and Atlassian collaboration opportunities
Research Philosophy¶
My research focuses on practical, implementable solutions that bridge the gap between cutting-edge technology and real-world business needs. Every project and article aims to:
- Demonstrate feasibility through working prototypes and MVPs
- Share knowledge openly via open-source code and detailed documentation
- Connect domains by finding synergies between security, AI, and business
- Enable others by providing frameworks and tools others can build upon
Monthly Archives¶
- August 2025 - IFD methodology and offline development
- July 2025 - Ephemeral architectures and sustainable AI
- June 2025 - Semantic graphs and strategic partnerships