Standard-agnostic compliance checker engine. 8-layer NLP pipeline (TF-IDF, graph analysis, ensemble classification, fuzzy matching) that maps any safety standard to any work product and generates compliance reports. Electron desktop app included.
A portfolio & reference project demonstrating safety-critical development using DO-178C workflow. Includes planning docs, requirements, traceability, MISRA-C code, tests, and certification evidence.
This repository holds work completed by myself and the research group at McSCert to bring to life our idea of modelling safety engineering process to generate assurance cases directly from engineering process
Autonomous self-improving multi-swarm AI platform with CRDT state, memory, simulation, execution governance, and verified repair loops.
The PSA Control Standard defines governance controls for deployed agentic systems.
This repository houses my PhD Thesis work
Architecture-complete green-hydrogen validation repo: safety-gated bench testing, gas verification, carbon/source accounting, BOMs, assembly walkthroughs, Gankyil-A A/B tests, and evidence receipts.
A multi-agent safety engineering framework that subjects systems to adversarial audit. Orchestrates specialized agents (Engineer, Psychologist, Physicist) to find process risks and human factors.
Governed AI abuse detection gateway for prompt-decomposition, policy-bypass, cross-session coordination, and capability-assembly attacks. Detects when low-risk fragments combine into restricted output, preserving evidence for human review.
Concept-stage harbor-vessel retrofit architecture for berth-powered hydrogen generation from treated seawater, 350-bar storage, fuel-cell + battery hybrid power, layered safety/interlocks, and an auditable proof path for marine decarbonization decisions.
FRAM (Functional Resonance Analysis Method) OWL2 Ontology - Formal semantic vocabulary for modeling socio-technical systems
A React-based internship guidance and peer resource platform for students in the School of Resources and Safety Engineering, Central South University.
LUMINA-30: non-binding boundary framework for preserving effective human refusal before irreversible AI consequences.
A structured database of engineering failures with causal factor tagging.
Horizon-Eval: evaluation-integrity framework for portable long-horizon agent benchmarks, with QA gates, trajectory auditing, replayable run bundles, and safety-gap analysis.
A practical safety and recovery design package for AI / LLM-based control systems. Defines where AI can be used, where it must be stopped, and how systems recover.
Agent-based simulation of emergency evacuation in university lecture halls β Master's Thesis, TU Clausthal 2025
Toy governance CLI demo: deny-by-default "danger actions" gated by signed, expiring capability leases (global revoke-all + nonce revoke) plus guarded memory quarantine. Simulation-only: no real network/shell/files. Includes tripwire + tests to prevent misuse.
A fast, elegant & free Event Tree Analysis (ETA) utility powered by π€ Godot and π¦ Rust.
NLP pipeline for classifying unstructured "Near-Miss" (Hiyari-Hatto) reports. Uses TF-IDF & statistical classification to structure ambiguous safety data for risk analysis.
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