Work

Work仕事

Case studies in signal, learning, and scale — plus the open-source tools around them.

01Enhancing the Glasgow ECG Analysis Program

Deep-learning signal analysis for one of the longest-running clinical ECG programs.Apr 2025 — Present

023D Variational Networks for Coronary MR Angiography

Learned reconstruction for faster, cleaner cardiac imaging.2020 — 2021

03Explainable AI for Neuroimaging

Making deep models legible for clinical neuroscience.2020 — 2024

04LLM-Assisted Genomics Pipelines

Automating genomic data analysis with custom models at scale.Oct 2020 — Sep 2021

02 — Open source

Open source制作

Tools and systems work — research software and the odd creative-tech experiment.

NeuroExplain

A Python library for explainable AI on graph and imaging models — SmoothGrad, Grad-CAM, and integrated gradients for attribution.

PythonPyTorchXAI

bluewand-python

Open-source Python API for the KANO Wand — Bluetooth LE motion control for creative coding.

PythonBluetooth LEIoTOpen Source

Redox OS — ARM64 Port

Contributed to porting Redox OS to ARM aarch64 — low-level Rust systems programming.

RustOS DevARM64Systems

Connectivity VisualiserInteractive tool for exploring functional connectivity matrices and network metrics.PhotoPiePython wrapper for Adobe Photoshop automation — batch image processing and scripting.

Field