- 🧑🏻💻 Software Engineer
- 📚 MMath Mathematics graduate, with academic research in Machine Learning
- 🚩 CTF player, ranked top 0.5% on TryHackMe
- 🖊️ Blog
- 🤖 Intested in Machine Learning with medical applications
Most of my commits are private because they are related to my academic or commercial work.
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Masters Thesis: Machine Learning and Differential Equations
- Reproducing results from the Neural Ordinary Differential Equations paper of generative latent function for time-series models in TensorFlow and investigated the ability of fitting and extrapolation of time series data of latent ODE models.
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Research Project: Optimised PDE Solver
- This project focused on predicting coefficients for exponential splitting to numerically solve initial value problems in PDEs where free parameters appear. I aim to achieve this by training a deep neural network on optimal parameters for synthetically generating setups.