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.
COntact
Location
Ann Arbor
Methodologies
Artificial Intelligence / Bayesian Methods / Computing / Machine Learning / Natural Language Processing / Networks / Optimization / Statistics
Applications
Economics, Finance and Business / Engineering / Environmental and Climate Research