Resume

Education

Aug. 2021 – Present

Illinois Institute of Technology 

Doctor of Philosophy in Management Science and Data Analytics

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May. 2020 – May. 2021 

Schulich School of Business, York University  

Master of Supply Chain Management 

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Sept. 2015 – Apr. 2019  

University of Toronto   

Honor Bachelor of Science, Specialist in Statistics, Minor in Math

PROFESSIONAL EXPERIENCES 

Jul. 2023 – Sept. 2023  

Bond Underwriting, CITIC Securities 

Financial Analyst Intern 

I preprocessed financial data from the WIND database to build comprehensive datasets for modeling and conducted cross-sectional econometric regression to analyze the impact of industry performance. Additionally, I contributed to the development of a machine learning-based credit scoring model and created a time-series forecasting model to evaluate the effects of interest rate changes on bond pricing, achieving a 10% improvement in predictive accuracy. 

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Jun. 2021 – Aug. 2021 

Institute of Automation, Chinese Academy of Sciences 

Research Assistant Intern 

I optimized deep learning algorithms for image segmentation, enhancing model performance and precision in identifying key features. As part of the project, I built a scalable data pipeline capable of sourcing and organizing over 10,000 images, ensuring efficient data processing for research purposes. To support robust model development, I collaborated with the team to implement quality assurance protocols, improving data annotation consistency by 20%. Additionally, I produced over 70 pages of actionable insights and visualizations, effectively communicating findings and driving informed decision-making. 

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Jun. 2018 – Aug. 2018   

Bank of China  

Investment Analyst Intern  

I utilized Python to preprocess and analyze financial datasets, enabling efficient data handling and insights generation. As part of my work, I evaluated the credit risk of 10 corporate bond issuers using quantitative risk models, providing a robust assessment of financial stability. Additionally, I compiled and presented weekly reports on market trends in equities and fixed income, delivering timely and actionable insights to support informed decision-making.