Senior Software Engineer, AI Frameworks · Arm
Focused on ML framework integration and CPU performance engineering across the PyTorch / oneDNN / Arm Compute stack.
Journey
A short timeline of how I moved from applied maths research to performance-focused ML systems engineering.
Senior Imaging Algorithms Engineer · Arm
Worked on imaging algorithms through the ISP pipeline and adjacent embedded ML workflows, balancing quality and efficiency constraints.
Applied Mathematics · University of Manchester
Researched computational fluid dynamics and numerical methods for time-periodic PDEs, publishing in Journal of Fluid Mechanics.
Mathematics · University of Manchester
Studied an integrated masters in Mathematics.
Part-time maintainer · oomph-lib
Rewrote the project's Autotools build setup to CMake and continue supporting finite-element tooling for PDE research.