I am a machine learning practitioner with a background in mathematics. My professional focus is on developing models for document analysis, particularly information extraction and retrieval. Prior to starting work in ML, I completed a PhD at the London School of Geometry and Number Theory under the supervision of Dr. Jonny Evans. My doctoral research was in the field of symplectic geometry and I spent most of my time thinking about the topology and intersection patterns of Lagrangian submanifolds of complex projective space.