A classical Frameblocker for Websites
Configuration-driven youth risk and protection screening engine: shared Python and TypeScript engines, parity tests, Streamlit dashboard, Cloudflare Worker.
An interactive HTML5 Canvas body map
SecZz is an advanced toolkit meticulously crafted to fortify the security of Apache HTTP Server configurations. This toolkit features a collection of powerful scripts designed to address a spectrum of security concerns, providing users with a seamless and user-friendly interface for configuring and safeguarding their Apache servers.
On demand Ofsted ILACS results summary via inspection reports scrape from the Ofsted.gov pages
An implementation of a GPT 4 Turbo powered chatbot with safety guards to avoid a $1 chevrolet incident. It's currently overzealous and won't allow some sensible inputs. It uses two GPTs as well as tripwires in the prompts to avoid Prompt Injection and responding to dangerous requests.
Agent-based model of safeguarding underreporting in specialist SEND schools, comparing the current policy environment, a naive AI deployment, and the GRID governance layer over 100 Monte Carlo replications.
SafeNet is a lightweight Windows Forms application that creates a secure, locked environment on a Windows machine.
EduGuard — cross-platform classroom safeguarding & device monitoring suite (Impero-style).
Native mobile safeguarding app for Makerere University — offline incident reporting, GPS tagging, and FCM push notifications. Built with NativePHP & Laravel 11. Download APK below.
An open-source web application for secure student reporting and school case management.
I have been assigned the task of creating a website for the purpose of displaying information to a user around safeguarding and its practices.
This website recognise, respond, and protect. This site provides plain‑language guidance on what safeguarding means, common signs to watch for, and clear action steps, plus safe ways to report concerns and find urgent support.
UK-safeguarding safety layer for LLM apps serving under-18s. Screens messages, splits conduct from disclosure, routes real disclosures to a human. Grounded in KCSIE 2025.
UNICRI Stop Before It Starts — Plug-and-play search warning + help routing for small platforms with zero personal data.
Kiyovu Sports Internal Rules implementation front end.
Verse-Nerves (VN-MW) is safety middleware for agentic systems: runtime coherence observability + regulation that turns symbolic drift into operator-readable “weather” and control actions.
Open-source residential child-care operations platform with tenant isolation, auditable workflows, and privacy-aware AI integration.
A child-safety gateway for LLM chat: every question, reply and picture screened outside the model, not in a prompt.
Practical Claude skills for safer, responsible and proportionate AI use in UK charities.
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