Advise and assist AMCC about the creation and development of a tool to measure and map manufacturing ecosystemsCreate methodological frameworks, write white papers and update documents, conduct interviews, collect and aggregate data

• Developed techniques to apply machine learning tools to: map the evolution of solar technologies, determine technology readiness levels, and, establish the connection between federal funding, patents, and licensing. • Led efforts to analyze regional economic systems and developed new logic models/metrics.• Analyzed DoD supply-chains and the evolution of innovation infrastructure in the United States. Developed innovation strategy policies for the DoD and DoE. • Designed and executed innovative research products.• Led multiple grant and proposal efforts. • Representative Projects: Measuring R&D Knowledge Diffusion Through Large Databases (NSF, 2017-2019); Machine Learning for Solar Technology Portfolio Management (DOE, 2017-2019); Global Semiconductor Facility Common Operating Picture (DoD, 2016 – 2019); Application of Advanced Text Analytics to the Study of Materials R&D (DOE, 2016 – 2018); A New Economic Development Agenda for Nevada (Nevada GOED, May 2019).

- Assist Professors with various economics and policy related research projects.- Assist with designing class syllabi and attend graduate school classes as an assistant to Professors. - Gather data and statistics and provide in-depth analysis for op-ed’s and academic papers. - Write blog-posts for op-eds that explain methodology and quantitative analysis.- Structure, clean, and harmonize data sets in STATA from multiple sources in STATA. - Design empirical tests for economic theories and hypotheses; interpret and analyze the results; report about findings; review and synthesize literature. Areas of Research: Slot Theory of Employment and Hiring; Compensation, Turnover, and Performance Analysis; Market Trends and Demographics, Consumption Analysis

• Analyze statistics about user behavior in STATA. Develop and test hypotheses and theories about user incentives from these statistics.• Use user statistics to group users for analysis and treatment. Formulate definitive actions to take to increase user engagement.• Report directly to the CEO to develop white papers summarizing findings about user behavior.

- Researched and developed a new model for financial analysis. Worked with senior hedging analysts and developers in adding this model to software that accounts for valuation and analysis of over $4.0 trillion in mortgage servicing rights and whole loan assets every month. - Monitored daily market rates, durations, and convexities; developed a system using Microsoft Access and Excel to compile a report tracking significant changes for weekly distribution to a major European global bank. - Analyzed the behavior of different pre-payment models to isolate differentiating factors and identify potential problems. - Designed, developed, and streamlined excel worksheets to update automatically, manage large amounts of data, and deliver accessible reports.- Tracked market trends and compiled reports using Bloomberg software

Summer intern at Lansner and Kubitshek, a New York based law firm focusing on civil rights and family law. Drafted legal memos and brief to be submitted to both family and federal courts. Interviewed both current and prospective clients, and analyzed discovery to build a case.

Winter term internship at Tribal DDB in Singapore. Worked on editing copy for a variety of campaigns.

Summer intern at Lurie & Krupp. Analyzed discovery to build a case and attended a variety of court hearings.