Surgery Duration Prediction with AutoML
AutoGluon-powered surgery duration prediction achieving 46% improvement over surgeon estimates. SHAP analysis identifies key drivers for data-driven theatre scheduling optimization.
Rohan Barrowcliff
Data Scientist helping healthcare teams make data-driven decisions.
Expertise
Predictive Modelling
Building robust statistical and machine learning models for healthcare forecasting
NLP & Clinical Text Mining
Extracting insights from unstructured clinical narratives and medical records
BI Dashboards & Visual Analytics
Creating intuitive Power BI and Streamlit dashboards for decision-makers
End-to-End Data Pipelines
Designing scalable data infrastructure from ingestion to deployment
Selected Work
Patient QA System with RAG
Retrieval-Augmented Generation pipeline using BioBERT and FAISS to deliver accurate, fluent health information from NHS documents with zero hallucinations.
About Me
I'm a Health Data Scientist and AI researcher with a passion for transforming complex healthcare data into actionable insights. With a background in digital healthcare, statistical modelling, and natural language processing, I help clinical and operational teams leverage data science to improve patient outcomes and operational efficiency.
Let's Work Together
Whether you need predictive models, NLP solutions, or data visualisation, I'd love to discuss how I can help your team make better data-driven decisions.
Get in Touch