S2 Week 8 - Software engineering for data science

Monday's lecture, on the topic of software engineering for data science, will be given by Emma Pead, Senior Data Scientist, who heads up the newly created Data Intelligence Hub for the Biomedical AI CDT, bringing experience across both academia and industry. Her research has spanned retinal image analysis, clinical data pipelines, AI/ML driven biomarker discovery, generative AI for synthetic pathology modelling and change detection.  In industry, Emma has worked in a software as a medical device start up as Product Manager, translating research into products, establishing best practices in data science and software development, and leading company-wide compliance for Class II medical devices.

• Lecture slides

In 2023/24 the lecture was given by Anna Hadjitofi, who has worked as a data scientist at the Turning Institute and Microsoft Research. Anna's lecture slides are still available.