Areas of Expertise
Data Mining, Machine Learning, Natural Language Processing, Distributed Computing, Web Analytics, Medical Informatics, Biosurveillance, Signal ProcessingRecent Projects
Processing and Analysis of Consumer ComplaintsProtecting consumers of financial products and services is the primary mission of CFPB. The Bureau created a consumer complaint database to bring more transparency and efficiency to the marketplace. The goal of this project is to facilitate processing and analysis of consumer complaints using machine learning, natural language processing, and information extraction methods. Knowledge Discovery from HMDA Data
Home Mortgage Disclousure Act (HMDA) requires financial institutions to maintain and annually disclose data about home purchases, home purchase pre-approvals, home improvement, and refinance applications. In this project I'm investigating mortgage lending patterns using statistical and machine learning methods.