Edward Guilfoyle's Portfolio

Aceleron

Aceleron is a beautifully simple neural network framework that covers the core mechanics of traditional neural networks and it's approach from a high performance computing perspective.

- C++ and Python versions
- Parralellized with CUDA
- Detailed performance analysis
- Intelligent use of OOP design
- Rewrote core numpy functions in C++

Code here.

Dough Not Shoot

Dough Not Shoot is top down multiplayer shooter. It features a dedicated server, basic anti-cheat and netcode for low bandwith systems. All the assets were hand crafted from playdough. Built for a 2 day hackathon, it won the Best Design Award.

Play the game here. Code here.

Auslan SLT

Trained an AI how to perform sign language translation (SLT), specifically Auslan into English . Implementented state of the art AI in German SLT, and progressively trained the AI on a 1TB+ corpus. Worked underneath UQ researcher on large project. Open-source code here

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Teach AI to translate 25 languages

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Teach AI to identify human actions

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Teach AI to focus on human hands

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Teach AI to translate sign language

Projects

Project 1

Project 2

Project 3

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