Miriam Marks is an Associate in Lieff Cabraser Heimann & Bernstein LLP’s San Francisco office and represents plaintiffs in torts, antitrust, and whistleblower cases. As part of her practice, Miriam manages e-discovery workflows and litigates discovery-related issues in federal and state court. Miriam developed an interest in artificial intelligence and machine learning over a decade ago, when she oversaw the development of data-driven web tools at a nonprofit research organization and spent several years exploring machine-learning applications for cleaning campaign finance data. Miriam received a J.D. from New York University School of Law, and bachelor’s and master’s degrees from Stanford University.