My Work

Projects

A collection of things I've built — machine learning experiments, web apps, open source tools, and more.

Completed

Algorithmic Trading Strategies

Implemented 3 complete trading strategies (TMA, Bollinger Bands, pair trading) with parameter optimization and risk-adjusted performance analysis using BackTrader.

Python BackTrader Trading Strategies Optimization Finance
Details Code
Completed

Group Project - S&P 500 Stock Predictor

A group university project applying 7 ML algorithms to 30+ years of S&P 500 data — achieved nearly 200% profit in backtesting with ensemble approaches and custom analysis tools.

Python Machine Learning PyTorch scikit-learn Data Science Group Project
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Completed

Order Book Reconstruction Engine

A high-performance limit order book implementation with full support for price-time precedence, crossing orders, and real-time market microstructure analysis.

Python Market Microstructure Data Structures Finance
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Completed

University Timetable → Google Calendar

A web scraper that converts the University of Liverpool's timetable portal into a Google Calendar-compatible CSV — one import and your whole timetable is there.

Python Web Scraping Automation Playwright
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Completed

This Portfolio Website

A modern, fast, and elegant portfolio built with Jekyll, vanilla JavaScript, and CSS — designed and refined iteratively with Claude AI to showcase projects, skills, and experience.

Jekyll JavaScript CSS Web Design Static Site Generation Vibe-Coded
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In Progress

Flee The Facility — Trading Calculator

A web scraper and inventory calculator for the Roblox game Flee The Facility, with a normalised database and a future stock-predictor planned.

Python Web Scraping SQLite Automation Game Tools
Details Code
In Progress

VaultKey — Local Password Manager

A Chromium browser extension that stores, autofills, and manages passwords entirely locally with AES-256-GCM encryption, clipboard auto-clear, and encrypted cross-device backup.

JavaScript Browser Extension Security Chromium Vibe-Coded
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Completed

Adversarial Defence

A defensive model for the Fashion-MNIST dataset, built to withstand adversarial attacks from fellow students as part of my Advanced AI module.

Python PyTorch TensorFlow Adversarial ML AI
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Completed

Adversarial Attack

A top-scoring adversarial attack on Fashion-MNIST for my Advanced AI module — achieved a score of 15.5+, placing first in the cohort.

Python PyTorch TensorFlow Adversarial ML AI
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Completed

Wordle AI

An AI solver for an extended 14,885-word version of Wordle, using information theory and neural approaches to minimise guesses.

Python AI PyTorch Information Theory NLP
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Completed

Tutorial Booking System

A full-stack PHP web application for managing university tutorial bookings with concurrent access safety, input validation, and real-time capacity tracking.

PHP MySQL HTML CSS Web Development
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Completed

Tadsync

An updated fork of the Tadsync community project for Roblox Bee Swarm Simulator — synchronises alt accounts via Discord bots to mirror your main account's movements.

AutoHotkey Discord Automation Community Project
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Completed

Submarine Hunter — Strategic Game

A turn-based submarine warfare game built in vanilla JavaScript with AI opponents, resource management, and grid-based tactics.

JavaScript Game Development HTML5 CSS3
Details Code Demo
In Progress

Example Security System

A multi-camera facial recognition security system that distinguishes friendly from unknown faces, records intrusions, and notifies the owner.

Python Computer Vision Face Recognition AI
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Completed

Music Player — Spotify Alternative

A fully-featured desktop music player for local audio files with real-time synced lyrics, AI-powered recommendations, and custom playlist management.

Python Desktop App Music API Integration Vibe-Coded
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Completed

MP4 to GIF Converter

A Python CLI utility for converting video files to optimized GIF animations with frame rate, trimming, and resize controls.

Python Video Processing FFmpeg Automation CLI
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Completed

Local-Flix — Personal Video Player

A Netflix-style desktop video player for your local collection — auto-fetches cover art, descriptions, and genres from TMDB API with a polished PyQt5 interface.

Python PyQt5 Desktop App API Integration Vibe-Coded
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Completed

Financial Display

A visual spending analyser that generates colour-coded pie charts breaking down where your money goes, built from your bank export files.

Python Data Visualisation Finance matplotlib
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In Progress

Project Edilio — Financial Assistant

A Python tool that consolidates banking documents into a single clean view, accurately tracking spending, income, refunds, and transfers without double-counting.

Python Finance Automation
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In Progress

CARA — Virtual Assistant

A personal virtual assistant for managing daily tasks — music playback, alarms, reminders, and more. Powered by the OpenAI API.

Python OpenAI API Automation
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Completed

Automated Reports — Retail Tycoon 2

A screen-reading monitor for the Roblox game Retail Tycoon 2 that emails you hourly sales reports while you're away from the game.

Python OCR Automation Game Tools
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In Progress

Automated Reports — Wild Horse Islands

A screen-reading tool that scans and records the stats of every horse in your Wild Horse Islands (Roblox) inventory using OCR and image hashing.

Python OCR Computer Vision Automation Game Tools
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Completed

Werewolf Simulator

A Monte Carlo simulation of the social deduction game Werewolf, verifying the counterintuitive result that the informed minority (werewolves) consistently wins.

Python Simulation matplotlib Data Science
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Completed

FusionFlirt — Dating Site

A full-stack dating platform built for my A-Level Computer Science NEA, featuring deep compatibility matching via detailed questionnaires and end-to-end encrypted messaging.

HTML CSS PHP MySQL Python Full-Stack
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Completed

Monopoly: Canterbury Edition — Digitally Remastered

A full digital recreation of the Canterbury Edition of Monopoly, built with Python and Pygame — complete with multiplayer and save/load functionality.

Python Pygame Game Dev
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Completed

Mastermind — Digitally Remastered

A faithful digital recreation of the classic Mastermind board game, built with Python and Pygame — with single-player, multiplayer, and save/load support.

Python Pygame Game Dev
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