Providing contract research services for academic research group's spin-out addressing a diverse range of industrial crystallisation problems for clients using in-house, group-developed Monte Carlo methodology.Designed/built a collaborative project with the STFC SciML group at RAL, Harwell, as part of A4I (Analysis for Innovators) Round 7.

Industry-sponsored PhD student - working closely with multiple groups across Quantum Chemistry, Data Science for R&D, Process Engineering and Material Science to better apply novel modelling methodologies to a range of commercially relevant material systems.Recently presented a talk, "A CNN for 2D-3D Particle Reconstruction", at the 2024 Crystal Engineering Gordon Research Conference in Maine, USA.