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Work Background
TMX Group
Analyst, Market Strategy & Insights
Sep. 2022 - Nov. 2022
Montreal, Quebec, Canada
Developed scripts for automating data extraction, cleaning, transformation, reporting, and identification of significant insights
AADM LLC
Data Analyst
Jul. 2019 - Aug. 2021
New York
- Maintained customer info database using SQL & conduct customer insights analysis w. marketing team - Conducted quantitative analysis on customer acquisition & retention to improve marketing effectiveness - Built predictive models to interpret & analyze ETF, MF & other economic data scraped from web - Conducted data regression analysis of relationship between ETF prices and industry trends in Python - Developed visualizations to provide ETF & MF ratings & reports for investors using Tableau Dashboard
Jones Lang LaSalle
Data Analyst Intern
Jul. 2018 - Aug. 2018
Beijing, China
- Constructed models’ comparison for Analysis Report of Relic Protection Project in Beijing using Python - Cleansed geographical data in ArcGIS system using Python that accelerated the analysis process - Evaluated projects of infrastructure constructions using Spark for group presentation and discussion
中国科学院
Data Analyst Intern
Jun. 2018 - Jul. 2018
Beijing, China
- Converted semi-structured XML files of Medical Patent Application Information to Excel using Java - Discovered relationships between Residential & Commercial Information in ArcGIS using PostgreSQL - Generated visualizations in Climate Report for Beijing Municipal Bureau of Agriculture using PowerBI
Capital Market Statistics and Monitoring Center
Data Analyst Intern
Jun. 2017 - Aug. 2017
China, Beijing
- Co-authored multiple reports on data masking, including regulatory guidelines and operational standards. - Developed Java-based tools for index calendaring and stock information masking. - Constructed predictive models for assessing residential reviews.
Electric Power Research Institute (EPRI)
Research Assistant
Jun. 2015 - Aug. 2015
Beijing, China
- Completed part of the paper Technological Analysis of DC&AC Power Distribution Network - Collected the papers on DC distribution and collated the key viewpoints - Assisted in statistical review work of paper and project application materials writing - Translated papers and summed up pros and cons of distributed power connection
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