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.
Free, open-source, browser-based tool for CE marking of machinery under the Machinery Regulation (EU) 2023/1230.
Open-source tool for building and reviewing safety cases: GSN arguments stored as SACM 2.3, with AI review against the Safety Case Core Guidelines
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
vismod is a highly configurable content scanning pipeline that aims to lower the setup and scanning cost of visual media scanning. It is intended to empower Trust and Safety teams to scan visual media quickly, efficiently, and to allow organizations to cast as wide of a proactive detection net as possible.
The PSA Control Standard defines governance controls for deployed agentic systems.
Hammurabi — engineering laws, each with its counter-force, a field guideline and a primary source. English and Japanese.
LUMINA-30: non-binding boundary framework for preserving effective human refusal before irreversible AI consequences.
This repository houses my PhD Thesis work
marola backend
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.
Oxygen-depletion and CO2 risk assessment for rooms where inert gases are stored or used: release flow, room oxygen balance, alarm times, ventilation failure and timeline, sizing, self-contained report. Validated engine, bilingual desktop app (Rust, egui).
Formal specification of the Event Tree Definition Language (ETDL) v1.0.0 — a declarative design-time DSL for reliability-aware event-driven business processes, modeling event trees (IEC 62502) and fault trees (IEC 61025) over AsyncAPI 3.0.
📖 Every Good Regulator — a free book about the systems that run our systems: dashboards, platforms, operating models and AI agents, and why they fail. Read online, or download PDF/EPUB.
FRAM (Functional Resonance Analysis Method) OWL2 Ontology - Formal semantic vocabulary for modeling socio-technical systems
Control-theoretic threat modeling for software. STPA/STPA-Sec applied to a repo or a design doc — control structure, countable UCA grid, loss scenarios, and a ranked backlog with probes. Offline, no keys, no telemetry.
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.
Smart Industrial Safety System using ESP32, LoRa, GPS, MPU6050, BME280, IoT, and real-time worker monitoring.
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.
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