Shivani joined AMRC in July 2025 to support members in making the most of their data and demonstrating the impact of their research. She has a background in data analysis and previously worked at Researchfish, focusing on research outputs, outcomes, and evaluation.  She enjoys using data to uncover insights that drive learning and strategic decision-making, and holds a Master’s degree in Geophysics from Imperial College London.