Machine Learning Data Analytics

Shirley Ayangbah

*** ***** ******* ******, *********, CA 91711 • 909-***-**** • *******.********@***.***

Education

International Law – Ph.D. 2018

Zhongnan University of Economics and Law, Wuhan -China

Master of Law – M.A. 2015

Central China Normal University, Wuhan - China

Masters in Economics - MA.

Claremont Graduate University 2024

Business Administration – B.A. 2011

Vallley View University

Research Skills

Statistical Software Mathematical Models

Charts/Graphs Agent Based Modeling

Machine Learning Qualitative Tools

Big Data Analytics GIS MAPPING

CGE MODELING BLOCKCHAIN ANALYSIS

Research Publications

Shirley Ayangbah. (in press). Global Value Chain Integration and Implications for U.S. Economic Competitiveness. Journal of Economic and Economics Education and Research

Shirley Ayangbah (in press) Reforming Digital Trade Rules at the WTO: Clarifying E-Commerce Regulation Policy Space for Economic Inclusion. International Journal of Economic Policy

Shirley Ayangbah (in press). Examining the Role of US Monetary Policy in Maintaining Financial Stability. American Journal of Finance

Shirley Ayangbah (in press). Strengthening Resilience in U.S. Supply Chains: Risks, Vulnerabilities, and Policy Priorities. Economics and Business Journal

Shirley Ayangbah (Manuscript Under Review). Reshaping the American Economy: Innovation, Sustainability, and Equity in Production. (Report, February 2024)

Shirley Ayangbah (Manuscript Under Review). Central Banks in the Global South: Pioneering Economic Stability and Growth. (Report, February 2024)

Peer Review For Scientific Journals

Studies in Economics and Finance-Emerald Publishing

Modern Economy -Scientific Research

International Academy of Business and Economics

DATA MANAGEMENT AND PROCESSING SKILLS

MySQL Apache Spark

MongoDB – NoSQL Tableau

Python DataFitter

R OpenRefine

STATA DataWraper

MATLAB

Relevant Experience

Financial Economist

Premier Financial Alliance - West Covina, CA 06/2022 – Current

Analyze macroeconomic trends and predict impact on financial markets.

Forecast economic indicators and incorporate into financial models.

Track policy changes and assess impact on business strategy.

Research feasibility of new financial products

Collaborate with finance teams to guide strategy.

Design quantitative investment strategies based on economics.

Support expansion plans by analyzing new markets and consumers.

IT Attendant, 08/2022 - Current

Claremont Graduate University – Claremont, CA

Provide IT support to students, staff, and faculty in lecture halls.

Set up technology in classrooms per instructors' requests.

Data Analyst 07/2023 to 10/2023

Riverside District Attorney Office, CA United States of America

Generate descriptive statistics and measures to communicate complex data to lawyers, investigators, etc.

Check financial data and transactions to find fraud or financial crimes.

Follow all laws on data privacy and security.

Give research support to lawyers by sharing insights from data analysis to help with legal approaches.

Research Fellow 03/2023 - 06/2023

Global Research Institute of International Trade – Los Angeles

Supervisor: Saarita Jackson Contact: 310-***-****

Conducted academic research on relevant topics.

Analyzed data and identify insights.

Collaborated with experts on projects.

English Teacher 01/2019 - 02/2022

AMIO International School – Shandong, China

Developed creative English language lesson plans.

Incorporated multimedia tools to engage students.

Assessed student progress, identify comprehension issues.

Teaching Assistant 10/2015 - 09/2018

Zhongnan University of Economics and Law – Wuhan, Hubei

Provide instructional assistance in undergraduate/graduate courses.

Support curriculum delivery and student progress

Contribute to departmental administration.

Professional Organizations

2023- Present Member, World Economics Association,

2023- Present Member, Law, and Economics Association

2023- Present Member, American Economic Association

Awards

2023 Computational Justice Research Assistant Award, Claremont Graduate University

2022 CGU Department of Politics and Economics Financial Aid Award

2017 Chinese Government Award for Outstanding International Student Award

2014 Best Delegate Award-68th UN General Assembly on Ukrainian Crisis—Central China Normal University (CCNU)

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