Selected Projects
Here's a collection of my recent work in data science and analytics. Feel free to browse through the notebooks and repositories to see how I approach different problems.
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Art Discovery with CLIP
Apr 15, 2025A search engine that utilises CLIP's zero-shot capabilities to retrieve artworks from the WikiArt dataset, bridging the gap between text and images.
CIFAR-10 Image Classification
Apr 11, 2025Custom neural network architecture for CIFAR-10 image classification achieving 86%+ test accuracy. Implemented advanced techniques including batch normalisation, dropout, data augmentation, and architectural innovations with parallel convolutional paths and dynamic feature weighting.
Who's Fibbing: Audio Deception Detection
Dec 6, 2024Developed a machine learning model to distinguish between true and deceptive narratives based on audio recordings of spoken stories.
Analysis of Regional Property Price Trends
Nov 26, 2024An analysis of property price changes across England, using statistical tests to assess the independence of trends from regional classifications.
Predicting Bridge Health in Texas
Nov 1, 2024Utilised regression modelling to predict bridge condition scores, helping identify key factors like age and traffic to support maintenance planning.
Demographic Analysis of UK Population
Oct 9, 2024Exploratory analysis of national demographic data from the 2021 UK Census, focusing on population distribution across different age groups.