Projects
You can also see some of my work on GitHub.
PhD Thesis
The Statistics and Security of Quantum Key Distribution.
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Photosynthesis AI
Reinforcement learning system aiming to be the first AI in the world to achieve superhuman performance in the board game Photosynthesis
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Deep Abstractive Summariser
Automatically summarising Wikihow articles using a sequence-to-sequence, encoder/decoder LSTM pair.
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Goodreads Review Analysis
An extensive investigation, involving visualisations, analytic Bayesian statistics, and neural network design applied to sentiment analysis of often poorly-structured text.
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Flu-Shot Learning
Investigations as to the variables that best predict whether someone will get a flu shot.
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DengAI
Machine learning project for predicting outbreaks of dengue fever.
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Poker Parser
Plot poker winnings and various statistics, persistent across multiple sessions.
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Visual Hand Sign Recognition
Captures images of hands from a webcam, recognises the number of fingers being held up, and localises the hand in a larger image.
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Automatic crossbow
Controlling a crossbow with a Raspberry-Pi, a servo, a button, and a sensor.
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