Brandon Charles

Data Scientist @Care Quality Commission

London, GB

Fine-tuned DistilBERT to classify serious injuries occurring in care homes, achieving an accuracy of 99.9% and an F1 of 99.7%.• Employed sentence embeddings, clustering, and topic modelling to identify innovation within care home inspection reports.• Leveraged multiple data sources to create synergies and generate valuable insights, contributing to data-driven decision making.