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sophmrtn/README.md

Hi! I'm Sophie 💐

I'm a Research Fellow at University College London in the MANIFOLD Lab within the UCL Hawkes Institute.

Currently I'm working on applying neuroimaging analysis pipelines on population-scale hospital data to assess their real-world utility.

💡 What am I interested in?

  • Deep learning methods (vision transformers, neural networks, foundation models)
  • Interpretability and explainability (uncertainity, bias, context-aware validation)
  • Applications to healthcare (medical imaging, personalised medicine, big data, generalisability)
  • Web development (building websites for non-profits)

🌐 What languages do I know?

  • Python
  • Bash
  • Matlab
  • SQL
  • HTML
  • CSS
  • Javascript

🌱 What would I like or explore to learn next?

  • Natural language programming
  • Agentic AI for healthcare
  • Mobile app development
  • C++
  • React

Feel free to contact me by 💌 email to talk more!

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