At Car.co.uk, I analyzed 11M+ vehicle MOT records using Python and SQL, turning unstructured failure descriptions into categories that revealed patterns by make, model, age, and failure type.
I applied NLP and machine-learning methods, including Random Forest and Gradient Boosting, to examine vehicle failures and pricing. The resulting insights supported pricing and marketing decisions and contributed to a team-level increase in average profit from approximately £80K to £120K.
At Car.co.uk, I also built and maintained BI dashboards for sales, leads, profitability, cancellations, and collections. I automated data workflows with Python and APIs, and supported customer marketing analytics through segmented, AI-assisted email campaigns and A/B testing.
At Rice Partners Pvt Ltd, I analyzed operational, procurement, and inventory data using Excel and SAP Business One, preparing reports and presentations for management. My MSc dissertation at Manchester Metropolitan University explored how digital technologies could improve energy consumption efficiency.
