Data Engineering
Billing Engine
It ingests usage events, aggregates them, prices them, and generates invoices — all without any frontend or dashboard.
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Data Science
Interactive City Dashboard
Geospatial Dash app with Wikipedia integration.
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Automation
Markdown Auditor
Python utility designed to scan projects for errors in Markdown
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AI & Agents
MCP Server
A lightweight Model Context Protocol (MCP) server that provides a bridge between Claude AI and your a Python environment.
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Visualisation
Mini Embedding Explorer
A lightweight, business-ready analytics tool that transforms raw text into visual insights.
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Security
Network Security Scanner
Python utility designed to scan active devices and identify vulnerabilities on a local network
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Forensics
Osint Dashboard
The platform utilizes an asynchronous decoupled architecture to execute background investigations, stream network telemetry, and compile raw data into a clean, human-readable visual intelligence dossier.
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Automation
Patch Gap Auditor
Python utility designed to identify vulnerabilities in a projects dependency tree
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Visualisation
Py Leeds Poster
An automated Python pipeline that extracts live geographic vector nodes from the OpenStreetMap API and compiles a complete, print-ready art gallery of Leeds, England
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AI & Agents
Rag Library AI
This project is a Retrieval-Augmented Generation (RAG) application designed to act as an intelligent librarian.
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SEO & Network Analysis
Web Atlas
Transforming Screaming Frog exports into interactive graphs.
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Data Engineering
West Yorkshire Traffic Analysis
Traffic incident hotspot pipeline and Data Visual tool.
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