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.
LUMINA-30: non-binding boundary framework for preserving effective human refusal before irreversible AI consequences.
Engineering laws, principles and mental models for software developers — each with its counter-force, a field guideline, and a primary source. English and Japanese.
This repository houses my PhD Thesis work
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.
marola backend
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.
FRAM (Functional Resonance Analysis Method) OWL2 Ontology - Formal semantic vocabulary for modeling socio-technical systems
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.
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.
Local-first bowtie risk and opportunity workbench for sociotechnical safety, human factors and organisational learning: browser UI with IndexedDB storage and an AffineScript/WebAssembly policy kernel.
Independent AI Safety Researcher | Founder of the Organic Intelligence Protocol (OIP) | Evidence-First, Fail-Closed Research | Tripura, India
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.
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