Projects
Showcasing my work and explorations.
Systems of Value
Lightweight AI demonstration tools for embedding values into systems and analysing ethical frameworks.

Terms of Service Evaluator
An AI tool that analyses terms of service documents to identify potential value misalignments and ethical concerns.
Status: Active
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Narrative Values Extractor
An AI tool that analyses media narratives to extract underlying value conflicts and suggest bridging solutions.
Status: Active
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System Values Analysis Tool
A comprehensive framework for analysing how values are embedded in systems, processes, and organisational structures. Examines stated values versus operational outputs to identify value drift and misalignment.
Status: Work in Progress
View Project DetailsIntelligence Analysis & IndependINT
Professional intelligence analysis tools and consulting work.

Information Report Generator
AI-powered tool that transforms raw intelligence into standardised information reports.
Status: Active
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Requirements Bot
AI-powered stakeholder interview tool that conducts intelligent conversations to determine which intelligence requirements are most relevant to different organisational roles.
Status: Active
View Project DetailsThe Civic Arsenal
Major tools and applications for civic engagement, governance, and public participation.

Political Values Analysis
The Political Values Analysis Tool demonstrates how AI can systematically extract and analyse political values from parliamentary discourse. This research project showcases a robust, defensible methodology for discovering value trade-offs and patterns in political speech.
Status: Research Demonstration
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Worldview Analysis Project
AI-powered systematic analysis of worldview evolution through conversation data analysis. This system demonstrates how AI can extract deep philosophical frameworks from personal conversations, tracking intellectual development over time using a comprehensive 12-category worldview taxonomy.
Status: Complete
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Bureaucratic Navigator
A tool designed to help citizens navigate complex bureaucratic systems and understand their rights, options, and pathways within government structures. Uses intelligence analysis principles to map bureaucratic processes and identify leverage points.
Status: Coming Soon