Mara is an Associate Design Director at McKinsey & Company, where she helps organisations drive AI adoption through human-centred methods. She defines herself as a data-savvy humanist. Her practice spans across AI, data journalism, and design with the overarching objective of finding the strategic intersection between AI models and human intents to implement responsible AI systems that move organisations forward.