Dr. Andrew Clark is a trusted domain expert in ML auditing and assurance. Andrew built and deployed ML auditing solutions at Capital One. He has contributed to ML auditing education and standards at organizations including ISACA and ICO in the UK. He is a key contributor to ISO AI Standards and the NIST AI Risk Management framework. He has also served as an economist and modeling advisor for several prominent crypto-economic projects while at Block Science. He is currently co-founder and CTO at Monitaur.

Andrew received a B.S. in Business Administration with a concentration in Accounting, Summa Cum Laude, from the University of Tennessee at Chattanooga, an M.S. in Data Science from Southern Methodist University, and a Ph.D. in Economics from the University of Reading. He also holds the Certified Analytics Professional and American Statistical Association Graduate Statistician certifications. Andrew is a professionally trained concert trumpeter and Team USA triathlete.

Sid Mangalik is a Ph.D. candidate in natural language processing at Stony Brook University working with Andy Schwartz. His previous studies focused on the intersection of artificial intelligence and psychology, where he worked with Ritwik Banerjee on language use in scientific writing and among abusers. Sid's previous experience also includes a role at Capital One as a Data Engineer.

His current research is working on identifying connections between community-level language and psychological outcomes. He is a Research Scientist at Monitaur, a start-up focused on making  AI and supporting machine learning models fairer, safer, and more transparent.

Susan Peich is a producer and part-time co-host of The AI Fundamentalists. With over 20 years of user experience and information design via product development, web experience, and global marketing, she is exploring responsible and ethical AI through the fundamentals of outside-in design. She is also the head of marketing for Monitaur.