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ar-coursework1

Theorem proving in Isabelle

ascii-art-generator

A python script to transform images into ASCII art in your terminal. Nick Cage DLC included.

bi-coursework-1

Using DNA sequence alignment tools (ie. BLAST) to detect the existence of the GULO gene (used to biosynthesise vitamin-C) in varying different organisms.

bi-coursework2

Using DNA sequence alignment tools (ie. BLAST) to detect the relation between SFARI genes and Autism Spectrum Disorder (ASD).

bike-rental-system-cw3

Software engineering project: creating a customer & employee client for a bike rental company.

chatgp-tea

A CLI for talking to ChatGPT, saving conversation logs, and turning code blocks (language agnostic) from it's responses into executable shell commands.

cs-coursework1

Asymmetric encryption, email spoofing, mitm attacks

cs-coursework3

Using buffer overflows to exploit vulnerable C programs.

ctscan-covid19-severity-detection

Preprocessing the STOIC2021 dataset for detecting COVID-19 severity

drone-route-planner

A drone air-quality mapping system. The drone's movement is constrained to moving in fixed increments, and only angles of 10. The system retrieves drone air-quality stations, and no-fly-zones as Geo-JSON objects from a webserver. The system then uses these to find an optimal route to pass through all the stations without going into any no-fly-zones

drphil-app

iOS App for monitoring and sending commands/message to an autonomous door handle sanitisation robot

emnist-neuralnet-regularisation-experiments

A study of the problem of overfitting in deep neural networks, how it can be detected, and prevented using the EMNIST dataset. This was done by performing experiments with depth and width, dropout, L1 & L2 regularization, and Maxout networks.

fall-detection-app

Commercial iOS fall detection app. Connects to a Polar H10 device for triaxial acceleromter and ECG signals. These signals are passed to a trained ResNet152 model using Tensorflow background processes for live inference.

fall-detection-data-collection-server

A localhost server to ensure secure and private data collection for fall detection data. This server uses IP-based whitelisting for security. This server streams ECG & Accelerometer data in chunks using a circular buffer to mitigate data loss.

fall-detection-dataset-generator

An iOS fall detection data collection system. It uses CoreMotion for retrieving accelerometer, magnetometer, and gyroscope sensors, and interfaces with a PolarH10 chest strap for ECG data using the Polar SDK.

fall-detection-deep-learning

Preprocessing my fall detection dataset using data standardisation and sliding windows, and splitting this data into train/validation/test sets. Modelling performed on PyTorch using LSTM and CNN networks. The final models were exported to `.tflite` files to be run on a mobile phone. The best performing model was the ResNet152 with 92.8% AUC.

farey-number-fractioniser

Turning rational numbers into fractional forms using concepts from the Farey algorithm.

fnlp-coursework1

Language identification and PP-attachment disambiguation

fnlp-coursework2

Supervised and semi-supervised training of Hidden Markov Models using the Viterbi algorithm

fractal-animations

gazebo_models

Model database

github-stats

An automated workflow for generating visualizations of my GitHub stats

go-file-server

A very simple file server in Go

hwixley

iaml-cwk1

Introductory Applied Machine Learning - Coursework 1: simple machine learning model development, and analysis using Sci-Kit Learn and Numpy

iaml-cwk2

Introductory Applied Machine Learning - Coursework 2: development and analysis of machine learning models on the FashIonMNIST dataset using SciKit-learn

ilp-cwk1

Informatics Large Practical - Coursework 1: Rendering air-quality maps by parsing air-quality geo-json data from a local webserver.

ilp-cwk2-report

Informatics Large Practical - Coursework 2 Report: Developing pathplanning software for a drone and mapping it's route on a map that avoids no-fly-zones parsed as Geo-JSON objects.

inf2b-coursework1

Task1 - data analysis & classification with multivariate Gaussian classifiers

inf2cs-mips-processor-simulator

Simulator of a MIPS processor in C: executes 32 bit binary instructions, including dynamic memory allocation.