Nathan is the Head of Data Science at Shara Inc. a lending company in Sub-Saharan Africa using peer selection and network financing to offer credit facilities to merchants in local markets. He is responsible for the majority of data-related projects and model development. This includes infrastructure set up for a Modern Data Stack (ELT pipelines and data warehousing), analytics needs for product development and monitoring, and machine learning modelling.