Sam is a chemical engineer focused on developing AI systems to automate chemical and materials design and discovery, as demonstrated by her pivotal work on ChemCrow. She has experience with Olin Corporation's Process Technology Development team, optimizing electrode coatings and innovating wastewater treatment technologies, and is passionate about integrating symmetry into machine learning algorithms to model chemical complexities and transform scientific discovery.