Dating App

.NET entity frameworks and Angular

Real time messaging between users, with notification of online presence using SignalR. Role management and authentication were features. Such as liking a user, publishing photos, ordering by age. Pagination was used while presenting users. Published online through Docker and Fly.IO .Yaml for CI/CD in github pipeline. PostgreSQL for database management. Database designed using .NET migrations.

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Voice Command MP3 Player

C / C++ & TinyML

Using Machine Learning to detect words like 'stop', 'next', 'go', on an ESP32 Feather.

• Client: Explore
• Category: Graphic Design

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Adaptive Video Game

Unity, C# and Photoshop

This was a maze inspired treasure hunt game where the main character had to find all the treasure in different locations while avoiding monsters. The game relied on generative grammar algorithms to procedurally create the maze while running. The algorithm factored in a user model to dynamically create scenes unique to each user. Photoshop was used to create the images used as assets. Each 'monster', and other dynamic objects had state machines which allowed for independant responses to user interaction.

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Image Text Reader

Rest Web Application using RestAPI AI

A microservice which allowed users to upload images to the image directory, then connect to the endpoints, and this would return an array of all detected words. Used PyTest for end point unit testing, pre-commit yaml files to automatically run these tests. PyTesseract was used to detect the words from images.

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Chat Bot

LLM built from scratch using PyTorch

This is a simple and interactive chatbot built using the open web text data set. Focused on implementing the GPT-Chatbot architecture as described from the "attention is all you need" paper. Inlcudes a Bi-Gram Language Model.

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Business Competition Winner

Sainsbury's Engineer's in Business

I won 3 successive business competitions while at the University of Sheffield. Two were on a unviersity level and one was on a national level. The idea capitalsied on an existing problem and provided a solution which aimed to save spending on the nhs by 250 million, by combining existing technologies. Attained ~£5K in cash prizes.

Competitions won:
• Engineering You're Hired Round 1 by the University of Sheffield
• Engineering You're Hired Round 2 by the University of Sheffield
• Engineers in Business Competiton by Sainsbury's

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