Projects & Initiatives
A cross-section of academic, professional, and self-initiated work spanning community platforms, data analysis, and predictive modelling.
Town Hall Community Platform
Dynamic web application that enables residents to discuss location-specific topics and stay connected with local updates.
- •Led the end-to-end delivery of a responsive React interface with real-time messaging capabilities.
- •Built ASP.NET Core services and Entity Framework data models for location-aware conversations.
- •Adopted agile rituals and Git-based workflows that improved team velocity by 40%.
ReactASP.NET CoreEntity FrameworkRESTCSS
Road Network & Accident Analysis — Leeds
Spatial analytics project evaluating 300+ traffic accidents in Leeds city centre to inform safety planning.
- •Used Geopandas, Spaghetti, and Matplotlib to map hotspots and accident clusters.
- •Applied Ripley's K-function to examine correlations across connected roads and intersections.
- •Delivered five actionable recommendations for road safety improvements.
PythonGeoPandasSpaghettiMatplotlib
Domestic Sleep Monitor
Award-winning group project delivering a sleep monitoring mat and companion applications for older adults.
- •Coordinated a seven-person team to define product scope and feature requirements.
- •Designed data sharing flows connecting users with medical professionals for timely support.
- •Won the top prize among 240 teams for innovation and execution.
Product ManagementIoTData Integration
Optimising Airline Customer Engagement
Predictive analytics project increasing airline booking engagement through data-driven marketing.
- •Boosted booking prediction accuracy to 85% using RandomForest models over 50,000 interactions.
- •Proposed targeted marketing strategies that lifted customer engagement by 15%.
- •Identified revenue drivers contributing to a 20% ancillary uplift and better route planning.
Pythonscikit-learnPandasRandomForest
COVID-19 Data Analysis & Forecasting
Data analysis initiative supporting NHS planning with vaccine impact insights and infection forecasts.
- •Integrated API data with Pandas and NumPy to visualise national and regional trends.
- •Modelled correlations between vaccination rates and case outcomes using linear regression.
- •Provided forward-looking recommendations to NHS stakeholders for preparedness.
PythonPandasNumPyMatplotlib
Airline Customer Reviews Analysis
Sentiment and topic modelling study on 1,000+ airline reviews to inform service enhancements.
- •Performed data cleaning, normalisation, and categorisation of sentiment classes.
- •Applied TextBlob and LDA to surface key themes for customer experience initiatives.
- •Visualised term frequency insights through word clouds and bar charts for executive reporting.
PythonPandasTextBlobscikit-learn
Campus Social Media PWA
Progressive web app enabling university students to trade items, join events, and recover lost property.
- •Designed and launched the MVP to address gaps in commercial campus apps.
- •Scaled the platform into an internal social network connecting university communities.
- •Delivered a responsive experience that balanced offline and online access needs.
PWAJavaScriptCSSFirebase
Knife Crime Analytics Dashboards
Interactive dashboards analysing knife crime statistics across England, Wales, and Greater London.
- •Aggregated and cleaned national data sets using advanced Excel techniques.
- •Built Tableau and Axure dashboards to communicate insights to diverse audiences.
- •Achieved the highest course score for clarity in data-driven recommendations.
ExcelTableauAxure