Florence Townend

I’m a PhD student at University College London working on AI applied to healthcare.

Specificially my project is: AI-powered multi-modal data fusion for Motor Neurone Disease prognosis

You can reach me on twitter at @florencetownend and by email florence.townend.21@ucl.ac.uk

📓 What’s on my GitHub?

• 🌸 Fusilli 🌸
  • My Python library: a collection of multimodal data fusion methods
  • Read the Docs
  • GitHub page
• Notebooks exploring ML applied to public healthcare datasets
• Projects from my undergraduate degree in Engineering Mathematics from University of Bristol

🗣️ Languages

• Python: PyTorch, pandas, numpy, etc
• MySQL
• MATLAB
• C

🌀 Methods

• Deep learning (CNNs, attention mechanisms, VAEs, GANs)
• Traditional ML (SVM, RF)
• Neuroimaging preprocessing