Biology from the bottom up
Initial thoughts on transforming bioengineering into software engineering.
Research
TableDiffusion
A deep learning algorithm I developed for training diffusion models on tabular data under differential privacy guarantees.
Generative models for synthesising private datasets
My MSc thesis and what it aims to do for biomedical science.
Quantified Sleep
This project applied statistical learning techniques to an observational Quantified-Self (QS) study to build a descriptive model of sleep quality. A total of 472 days of my sleep data was collected with an Oura ring. This was combined with a variety of lifestyle, environmental, and psychological data, harvested from multiple sensors and manual logs.