Model Risk ManagementPerformed documentation validation of models as part of the model risk management framework to ensure compliance with regulatory requirements, internal policies, and industry/academic best practices.Performed conceptual soundness validation of models as part of the critical analysis process to ensure that models adhered to academic and industry best practices as part of the model risk management framework. Provided quantitative and qualitative assessment of model risk.Created challenger models across a variety of disciplines as part of the critical analysis process, using time-series techniques, classification techniques, and other machine learning processes, using R, Python, IBM SPSS Modeler, SAS Enterprise Guide, and other modeling tools to help identify risks and potential improvements to models.Performed responsible modeling reviews of models to ensure that model design and implementation align with the enterprise’s guiding principles, as well as academic/industry understanding of ethical machine learning processes.Created templates and reference material for modelers to promote modeling best practices.Assisted in maintaining inventory of models, and updating model risk management framework as processes matured, including various tracking tools and risk assessments. Worked closely with a variety of business units to provide support throughout the model life cycle, by providing information regarding modeling best practices, regulatory requirements, and technical guidance.Participated in the testing process of new modeling tools prior to wide-scale deployment across the enterprise.Engaged the Reporting, Modeling and Analytics (RMA) group to present model risk management framework to increase awareness.Joined the RMA Council to represent the model risk management team. Helped organize monthly events to promote CRISP-DM concepts with the modeling and analytics community.

Drafted a variety of documents for patent prosecution; drafted specifications, claims, responses to Office actions, appeal briefs, pre-appeal brief conference requests, and responses to restrictions.Conducted interviews on behalf of Applicants with the United States Patent and Trademark Office.Provided technical analysis in the fields of semiconductors, wired/wireless communications, computer science, electrical engineering, mechanical engineering, manufacturing methods, and others.Performed data mining and analysis to evaluate technical fields and IP portfolios.

Taught SAT, GRE, GMAT, MCAT Verbal, and ACT courses of two-to-fifteen students.Tutored students individually.