My research work lies at the intersection of Machine Learning and the social sciences. I have an active research agenda in Natural Language Processing, Network Reconstruction, and Attribute Selection. I am pursuing applications across Information Processing, Asset Pricing, Corporate Finance, Philosophy, Media and more. I am keen to collaborate on a variety of problems and domains–so please reach out!
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Work that is at various stages of completion, without a full paper having yet been written. Often some preliminary versions of this research have been presented at seminars and discussed with relevant colleagues in the field. Coming soon: gender in the workplace; global workforce dynamics and skills; the career consequences of corporate scandals; entrepreneurship; a natural language attribute selection framework; understanding SEC filings; a general purpose resume parsing framework.