Professor, Civil and Environmental Engineering, College of EngineeringRoss School of BusinessSchool for Environment and Sustainability
Data science tools for finance research
My research focus is on the development and application of machine learning tools to large scale financial and unstructured (textual) data to extract, quantify and predict risk profiles and investment grade rating of private and public companies. Example datasets include social media and financial aggregators such as Bloomberg, Pitchbook, and Privco.
9.9.2020 MIDAS Faculty Research Pitch Video.
COntact
WebsiteLocation
Ann Arbor
Graph-Based Methods and Networks / Machine Learning / Natural Language Processing / Optimization / Statistics
Earth and Environmental Research / Economics, Finance and Business / Engineering