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sophmrtn/README.md

Hi! I'm Sophie Martin 👋🏽

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

Currently I'm working on developing and evaluating explainable AI methods for dementia prediction.

💡 What am I interested in?

  • Computer vision (vision transformers, neural networks)
  • Interpretability and explainability (saliency mapping, robustness, fairness, context-specific evaluation)
  • Applications in healthcare (medical imaging, personalised medicine, big data)
  • Web development (building websites for non-profits)

🌐 What languages do I know?

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

🌱 What would I like to learn next?

  • Natural language programming
  • Mobile app development
  • C++
  • Jax
  • React
  • Flutter

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