Wendi Li

Data Scientist at Scoir, Inc.
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Contact Information
us****@****om
(386) 825-5501
Location
Philadelphia, Pennsylvania, United States, US
Languages
  • English Native or bilingual proficiency
  • Mandarin Full professional proficiency

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Experience

    • United States
    • Software Development
    • 1 - 100 Employee
    • Data Scientist
      • Dec 2021 - Present

    • United States
    • Retail Apparel and Fashion
    • 700 & Above Employee
    • Statistics + Data Visualization
      • May 2019 - Nov 2021

    • Ireland
    • Pharmaceutical Manufacturing
    • 700 & Above Employee
    • Statistical Analyst
      • Feb 2018 - May 2019

      Web Data Mining [R, SAS, SQL, Excel]-Social Media Data Mining: Created a database of followers/following of key customers (businesses) using Twitter APIMined database for customer influencers and potential businesses within the aesthetic market Web Scraping Mapped new businesses to addresses and accounts by scraping Google and Bing search resultsMerged new businesses to existing data warehouse with updated affiliations-Text Mining:Mined high value business profiles and names for key words and patterns; applied cascading logic statements to assign unknown business profiles with an estimated potential value and identified new potential high value customers New Product Launch Support [SAS, SQL, Excel, Tableau, Mapbox]-Market Segmentation:Segmented customers for targeted field force promotion for product relaunch; identified homogeneous groupings involving past productivity, future potential, brand selection and dosing preference-Spatial Clustering:Created preliminary national sale territories for new product launch using an iterative clustering processCreated user friendly interactive Tableau maps with Mapbox satellite, allowing sales directors to dynamically change territory geographies and assess territories value/potential down to the street levelModeling [SAS, SQL]-Ad-hoc analysis using predictive and inferential statistic models:Time series, logistic regression, ANOVA, and ANCOVA models were used to assess probability of refill, the impact of promotions/sales calls, and the effects of insurance deductibles on seasonality effects

    • United States
    • Veterinary
    • 1 - 100 Employee
    • Veterinary Technician
      • May 2017 - Feb 2018

Education

  • West Chester University of Pennsylvania
    M.S. in Applied Statistics, Data Science
    2017 - 2019
  • Queen's University
    Bachelor of Science - BS, Biology (emphasis in mathematics and molecular biology)
    2012 - 2017
  • Desert Vista High School
    2009 - 2012

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