Cathy O'Neil

Cathy O'Neil Cathy O'Neil is a mathematician, data scientist, and author known for her work on algorithmic bias, mathematical finance, and social justice. She is the founder of Okun Analytics, a data consulting firm that focuses on social impact and algorithmic accountability. O'Neil's work has been widely recognized and has sparked important discussions about the role of algorithms in society. Her research has been influenced by her background in mathematics and economics.

Early life and education

Cathy O'Neil grew up in New York City and developed an interest in mathematics at a young age. She attended Bryn Mawr College, where she earned a Bachelor of Arts degree in mathematics in 1991. O'Neil then went on to earn a Ph.D. in mathematics from Harvard University in 1999, where she studied stochastic processes and probability theory.

Career

After completing her graduate studies, O'Neil worked in mathematical finance at D.E. Shaw and later at Credit Suisse. In 2007, she left the financial industry to pursue a career in data science and social impact. O'Neil founded Okun Analytics in 2011, where she works with clients to develop data-driven solutions that promote social justice and algorithmic accountability. Her work has taken her to various organizations, including non-profits and government agencies.

Work on algorithmic bias

O'Neil's work on algorithmic bias has been widely recognized and has sparked important discussions about the role of algorithms in society. In her 2016 book, Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy, O'Neil explores the ways in which algorithms can perpetuate social inequality and discrimination. The book has been praised by experts in the field, including Andrew Ng and Jaron Lanier. O'Neil's work on algorithmic bias has also been featured in various media outlets, including The New York Times, The Guardian, and NPR.

Publications and media

O'Neil is the author of Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2016), which has been translated into several languages. She has also written articles for various publications, including The New York Times, The Washington Post, and Slate. O'Neil has appeared on various media outlets, including NPR, PBS, and CNN, where she has discussed her work on algorithmic bias and social justice.

Awards and recognition

O'Neil has received several awards and recognitions for her work on algorithmic bias and social justice. In 2017, she was named one of the Most Influential People in Data Science by Data Science Council of America. O'Neil has also been recognized as a 2016 Data Science Fellow by the Data Science for Social Good program at the University of California, Berkeley. Her work has been widely praised by experts in the field, including Nate Silver and Cathy O'Neil's work has been supported by various organizations, including the Ford Foundation and the Laura and John Arnold Foundation. Category:Data scientists Category:Mathematicians Category:Authors