After studying here at the University of Leeds, I graduated in May 2021 with a BEng in Mechanical Engineering. During my undergraduate degree, I undertook a year's industrial placement with BuroHappold Engineering. I split my time over the Building Services and the Sustainability & Physics teams. Over the course of my final year, I completed my dissertation project under the supervision of Dr Zieke Taylor. I investigated the use of physics-informed neural networks to predict the deformation of soft tissues. I will now be continuing my research within the field of physics-informed machine learning as I commence my PhD in Autumn 2021, supervised by Dr Zieke Taylor and Dr Nishant Ravikumar.