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.
Who’s Fibbing: Audio Deception Detection
Dec 6, 2024
Developed a machine learning model to distinguish between true and deceptive narratives based on audio recordings of spoken stories.
Demographic Analysis of UK Population
Oct 9, 2024
Exploratory analysis of national demographic data from the 2021 UK Census, focusing on population distribution across different age groups.
Predicting Bridge Health in Texas
Nov 1, 2024
Utilised regression modelling to predict bridge condition scores, helping identify key factors like age and traffic to support maintenance planning.
Analysis of Regional Property Price Trends
Nov 26, 2024
An analysis of property price changes across England, using statistical tests to assess the independence of trends from regional classifications.
Art Discovery with CLIP
Apr 15, 2025
A search engine that utilises CLIP's zero-shot capabilities to retrieve artworks from the WikiArt dataset, bridging the gap between text and images.