Applications, alignment and scaling of ML systems

Working on a large internal production service management tool

In collaboration with Mott MacDonald engineers, our team undertook a computer science-oriented investigation to address flood mitigation on the Isle of Wight. This encompassed the formulation of a sophisticated hard engineering strategy. Furthermore, I spearheaded the development of a Python-based flood modeling program, employing Saint-Venant PDEs and real-time DEFRA hydrology data to simulate and analyze flood risks.