Freelancers using GitHub in Blackpool
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ky nash
Blackpool, UK
AI Governance Auditor for Agents & Product Teams
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AI Governance Auditor for Agents & Product Teams
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AXIOMOS — Governed AI Runtime & Assurance Architecture AXIOMOS is a governed AI runtime designed to place deterministic policy, structural analysis and audit controls around model execution. I designed and developed the architecture around governance-before-generation, fail-closed decision making, isolated case tracking and cryptographically verifiable evidence. The technical-preview release includes an installable Python runtime, API, automated regression and self-tests, concurrency testing, audit records and Ed25519 evidence signing. A 500-request packaged benchmark completed successfully with unique case and transaction IDs and verified evidence for every tested request.
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Sigilith is a structural intelligence framework designed to analyse stability, drift, contradiction and collapse in complex symbolic systems. I developed the framework, its computational methods and experimental validation approach, including applications to symbolic corpora and AI/ML stability analysis. The work combines structural modelling, measurable stability metrics and reproducible computational testing to identify patterns that conventional semantic analysis can miss.
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Sigilith: Structural Analysis Research Framework
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AxoSeek: Governed AI Agent Case Study
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