sophmrtn/astro-third-year-lab

Third year laboratory project code

Hi! I'm Sophie Martin 👋🏽

I'm a PhD student at University College London in the Centre for Medical Image Computing and member of the MANIFOLD Lab.

Currently I'm working on developing and evaluating interpretable deep learning 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