Ghani started and runs the Eric & Wendy Schmidt Data Science for Social Good Summer Fellowship.[2][3] He's also the co-founder of Coleridge Initiative, a nonprofit organization working with governments to ensure that data and evidence is used more effectively for policymaking.
Ghani completed his schooling at the Karachi Grammar School, in Karachi, Pakistan.[4]
Ghani completed his graduate studies in the machine learning department at Carnegie Mellon University with Tom M. Mitchell on machine learning and text classification and received his undergraduate degrees in computer science and mathematics from University of the South.
Before his role at the University of Chicago, he was the chief scientist of the Obama 2012 Campaign.[5][6] Before that, he was a senior research scientist and director of analytics research at Accenture Labs, where he led a technology research team focused on applied R&D in analytics, machine learning, and data mining for large-scale and emerging business problems.
Ghani has been actively working with government agencies and non-profits on designing AI and Machine Learning Systems to help tackle societal problems in public health,[7] criminal justice,[8] social services,[9] education,[10] economic development, and workforce development[11]
He has also testified in front of the US Senate (Testimony) and the US House of Representatives (Testimony) on AI Governance and Regulation.
Ghani's research focuses on developing and applying machine learning, data science, and artificial intelligence methods to large-scale social problems in areas such as education, healthcare, economic development, criminal justice, energy, transportation, and public safety.[12] His work has previously focused on text analytics,[13] fundraising, volunteer, and voter mobilization[14] using analytics, social media,[15] and machine learning.,[16][17] and data mining.[18] Rayid's research contributions have been in the areas of text mining, co-training, active learning, consumer behavior modeling,[19] and fraud detection.
He has given keynote speeches on Analytics and the Presidential Elections (for example at Predictive Analytics World,[20] Digital Leaders Forum,[21]Carnegie Mellon University,[22] and CeBIT Australia[23][24]), on Business Applications of Data Mining,[25] and Data Science for Social Good.
Big Data and Social Science: A Practical Guide to Methods and Tools. Editors: Ian Foster, Rayid Ghani, Ron Jarmin, Frauke Kreuter, Julia Lane. CRC Press 2016.
Data Mining for Business Applications. Editors: Carlos Soares, Rayid Ghani. Book. IOS Press 2010.
Mining the Web to Add Semantics to Retail Data Mining. R. Ghani. Invited Paper. Web Mining: From Web to Semantic Web. Springer Lecture Notes in Artificial Intelligence, Vol. 3209. Berendt, B.; Hotho, A.; Mladenic, D.; van Someren, M.; Spiliopoulou, M.; Stumme, G. (Eds.) 2004
^Bauman, Matthew J.; Boxer, Kate S.; Lin, Tzu-Yun; Salomon, Erika; Naveed, Hareem; Haynes, Lauren; Walsh, Joe; Helsby, Jen; Yoder, Steve; Sullivan, Robert; Schneweis, Chris; Ghani, Rayid (2018-06-20). "Reducing Incarceration through Prioritized Interventions". Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies. COMPASS '18. New York, NY, USA: Association for Computing Machinery. pp. 1–8. doi:10.1145/3209811.3209869. ISBN978-1-4503-5816-3. S2CID49349834.
