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Quantitative Researcher Resume Example

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QUANTITATIVE RESEARCHER
Experience
Quantitative Researcher, 05/2019 to 12/2019
Algo Depth LLC – Boston, MA
  • Read and document literatures related to quantitative research • Conduct literature reviews and presentations to clients with data source and strategy as well as machine learning architectures and technical details • Manage feature analysis based on literature reviews and clients' feedback • Worked closely with alternative data to predict stock market and fund flow.
PROJECT AND PUBLICATION, 03/2019 to 06/2019
Classification Data Mining Using Weka
  • Yanglei Gan, Tianyi Wang, Reza Rawassizadeh.
  • Wearable Technology Developments and Trends, 2009-2020: Quantitative Analysis of Social Media, Academia, News Agencies and Lead User Community.” (Manuscript under review) • Tianyi Wang, Yanglei Gan, Reza Rawassizadeh.
  • Technological Advances in Indoor Fitness Tracking, Coaching, and Motivation: A Review.” (Manuscript under review), Program a data scraping algorithm to retrieve sports data from website • Apply SportsAnalytics package for R to do data extraction and classification • Use googleVis package for R to generate graphs and tables • In-depth feature mining and then build logistic regression for model prediction, Pre-process raw dataset using Python to eliminate unrelated attributes • Use real world dataset of traffic crashes in Chicago to perform classification of damage cost per crash • Build several classification algorithms and analyze their feature importance • Compare the accuracy of the models and choose the model with highest accuracy for data mining.
09/2018 to 12/2018
Google
  • Created a website about Chinese Culture with Google Sites for view • Generated several goals like, tracking eCommerce transactions • Provided a report based on the viewers and goals accomplishment Student Information Look Up System Using Python.
10/2018 to 12/2018
  • Implemented a system with a user-friendly interactive environment • Enhanced the searching algorithm with score statistics • Took users' commands and print the statistics information based on their inputs.
Assistant Sales Manager, 05/2016 to 08/2016
China Minsheng Banking Corp,Ltd
  • Chengdu, Sichuan • Audited several domestic projects of new business districts construction.
  • Conducted other departments in processing loan projects of new business districts.
  • Maintained friendly and professional customer interactions.
  • Retained existing customers and substantially grew the customer base, product line and sales volume.
Work History
Quantitative Researcher, 05/2019 to 12/2019
Algo Depth LLC – Boston, MA
  • Read and document literatures related to quantitative research • Conduct literature reviews and presentations to clients with data source and strategy as well as machine learning architectures and technical details • Manage feature analysis based on literature reviews and clients' feedback • Worked closely with alternative data to predict stock market and fund flow.
Assistant Sales Manager, 05/2016 to 08/2016
China Minsheng Banking Corp,Ltd
  • Chengdu, Sichuan • Audited several domestic projects of new business districts construction.
  • Conducted other departments in processing loan projects of new business districts.
  • Maintained friendly and professional customer interactions.
  • Retained existing customers and substantially grew the customer base, product line and sales volume.
PROJECT AND PUBLICATION, 03/2019 to 06/2019
Classification Data Mining Using Weka
  • Yanglei Gan, Tianyi Wang, Reza Rawassizadeh.
  • Wearable Technology Developments and Trends, 2009-2020: Quantitative Analysis of Social Media, Academia, News Agencies and Lead User Community.” (Manuscript under review) • Tianyi Wang, Yanglei Gan, Reza Rawassizadeh.
  • Technological Advances in Indoor Fitness Tracking, Coaching, and Motivation: A Review.” (Manuscript under review), Program a data scraping algorithm to retrieve sports data from website • Apply SportsAnalytics package for R to do data extraction and classification • Use googleVis package for R to generate graphs and tables • In-depth feature mining and then build logistic regression for model prediction, Pre-process raw dataset using Python to eliminate unrelated attributes • Use real world dataset of traffic crashes in Chicago to perform classification of damage cost per crash • Build several classification algorithms and analyze their feature importance • Compare the accuracy of the models and choose the model with highest accuracy for data mining.
09/2018 to 12/2018
Google
  • Created a website about Chinese Culture with Google Sites for view • Generated several goals like, tracking eCommerce transactions • Provided a report based on the viewers and goals accomplishment Student Information Look Up System Using Python.
10/2018 to 12/2018
  • Implemented a system with a user-friendly interactive environment • Enhanced the searching algorithm with score statistics • Took users' commands and print the statistics information based on their inputs.
Education
Master of Science: Computer Information System, 12/2019
Boston University - Boston, MA
Bachelor of Arts: Economics, Mathematics, 05/2018
University of Connecticut - Storrs, CT
Data mining, Web Analytics and Mining, Data Analysis and Visualization, Algorithm, Project Management, Database Design
Mathematical Modeling, International Finance, Probability, Advanced Calculus
Summary
Graduate Student at Boston University A quick-learning, adaptive individual seeking to improve strong analytical skills, knowledge of operations, and extensive data organizational abilities. Energetic and passionate graduate student working towards a Business-oriented Data Analyst at Boston University.
Highlights
  • Python, R, Java, Matlab, Weka, JMP,
  • Oracle VM VirtualBox, Google Analytics
  • Other Skills: Microsoft Office, SQL
  • Chinese
  • Coaching
  • Clients
  • Data Analysis
  • Data mining
  • Database Design
  • ECommerce
  • Finance
  • Graphs
  • Java
  • Market
  • Matlab
  • Microsoft Office
  • Modeling
  • Oracle
  • Predict
  • Presentations
  • Project Management
  • Python
  • Quantitative Analysis
  • Read
  • Research
  • Sales
  • SQL
  • Statistics
  • Strategy
  • Tables
  • View
  • VM
  • Wang
  • Website
Skills
  • Python, R, Java, Matlab, Weka, JMP,
  • Oracle VM VirtualBox, Google Analytics
  • Other Skills: Microsoft Office, SQL,
  • Chinese, Coaching, clients, Data Analysis, Data mining, Database Design, eCommerce, Finance, graphs, Java, market, Matlab, Microsoft Office, Modeling, Oracle, predict, presentations, Project Management, Python, Quantitative Analysis, Read, research, sales, SQL, statistics, strategy, tables, view, VM, Wang, website
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    Resume Overview

    Companies Worked For:

    • Algo Depth LLC
    • Classification Data Mining Using Weka
    • Google
    • China Minsheng Banking Corp,Ltd

    School Attended

    • Boston University
    • University of Connecticut

    Job Titles Held:

    • Quantitative Researcher
    • PROJECT AND PUBLICATION
    • Assistant Sales Manager

    Degrees

    • Master of Science : Computer Information System , 12/2019
      Bachelor of Arts : Economics, Mathematics , 05/2018
      Data mining, Web Analytics and Mining, Data Analysis and Visualization, Algorithm, Project Management, Database Design
      Mathematical Modeling, International Finance, Probability, Advanced Calculus

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