Flood Risk Prediction Tool
Somerset, UK faces recurring flood risk, but existing prediction models struggled to combine historical and real-time geospatial data into something both technical and non-technical audiences could act on.
A predictive model integrating historical and real-time datasets using Python and machine learning, backed by structured data pipelines and interactive Power BI dashboards to present risk insights clearly.
Achieved a Merit as an MSc dissertation at UWE Bristol, scoping the analysis around verified data sources when some intended datasets weren't accessible.