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Tom's Projects

analysing-glaciers icon analysing-glaciers

Research Software Engineering: data science project that reads and analyses historical datasets to study world glaciers.

compression_and_crypto icon compression_and_crypto

Data Compression: encoder/decoder for lossless compression of a LaTeX file. Cryptography: method of attack for decrypting a DES encoded hexadecimal string.

efficient-deep-learning icon efficient-deep-learning

Individual research project on 'Addressing the Energy Efficiency of Deep Learning Algorithms in Finance', submitted in 2022 in part fulfilment of the requirements for the degree of Master of Science of University College London

efficient-ml-review icon efficient-ml-review

'The Need for Energy-Efficient Machine Learning: A Review'. This review consolidates the impact of Red AI, describing the current issues surrounding machine learning systems; suggested hardware and software solutions aiming to minimise this cost are then explored.

game_of_life icon game_of_life

Systems Programming: implementation of Conway's Game of Life in C using a finite rectangular grid with strict border or torus topology, consisting of a dynamically linked library, command-line program and makefile

gpr-for-financial-series icon gpr-for-financial-series

Data-Driven Modelling for Financial Markets: Using Gaussian Processes to Address the Issues of Predicting Financial Time Series

just_hungry icon just_hungry

Distributed Systems: a fault-tolerant distributed system supporting simulated online food ordering and delivery, implemented using Python RMI using passive replication

markovmodels-phylogenetics icon markovmodels-phylogenetics

Bioinformatics: implementation of the Baum-Welch HMM parameter estimation algorithm, and discussion of Phylogenetic tree building algorithms

message-boards icon message-boards

Networks: a client-server system which implements a simple anonymous bulletin board system using TCP

paperless icon paperless

IN-PROGRESS: news delivery service combining a variety of adaptable sources across multiple media for formatted HTML page delivery

reinforcement_mario icon reinforcement_mario

'Learning to Play Super Mario Bros through Deep Reinforcement Learning Methods' – Final Year Dissertation Project for BSc Computer Science at the University of Durham, consisting of a deep reinforcement learning agent with configurable levels of complexity; awarded 74% (First Class)

virtual-cubes icon virtual-cubes

Virtual & Augmented Reality: implementation and discussion of a variety of Unity/C# based Virtual Reality techniques for distortion correction

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