Kate Bernstein

Lead Quantitative Analyst at Captario
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Contact Information
us****@****om
(386) 825-5501
Location
Chicago, Illinois, United States, US

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Bio

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Credentials

  • Deep Learning Specialization
    Coursera
    Sep, 2020
    - Nov, 2024

Experience

    • Sweden
    • Data Infrastructure and Analytics
    • 1 - 100 Employee
    • Lead Quantitative Analyst
      • Oct 2022 - Present

      · Serve as a leader for Captario’s broader Customer Success Team to introduce and implement Captario SUM across the life sciences industry· Work closely with customers to understand their drug development and commercialization questions or problems and use the SUM Monte Carlo modeling platform to create models that strategically support their decision-making · Serve as an internal modeling expert of Captario SUM using advanced analytics and statistics knowledge· Collaborate closely with Captario’s development team to design and test new features Show less

    • Senior Data Analyst
      • Oct 2021 - Oct 2022

    • Data Analyst
      • Aug 2020 - Oct 2021

    • United States
    • Software Development
    • 500 - 600 Employee
    • Data Science Intern
      • Jun 2019 - Aug 2019

      As a Data Science team member, responsible for independently performing data exploration of public databases including SSA data with the purpose of extracting features from email addresses to be used for K-means clustering. Project focused on personalizing customer experiences using SQL, Pandas, NumPy, and Matplotlib with the intent of creating new product offerings for clients. • Wrote and assembled project code into production-ready code for new product offering. As a Data Science team member, responsible for independently performing data exploration of public databases including SSA data with the purpose of extracting features from email addresses to be used for K-means clustering. Project focused on personalizing customer experiences using SQL, Pandas, NumPy, and Matplotlib with the intent of creating new product offerings for clients. • Wrote and assembled project code into production-ready code for new product offering.

    • United States
    • Advertising Services
    • 1 - 100 Employee
    • Data Science Intern
      • May 2018 - Aug 2018

      As a Data Science team member, helped bridge the gap between the large Engineering group and the small Data Science team. Assisted team members with Supervised Machine Learning models using Python Scikit-Learn, Matplotlib, NLTK and SpaCy and Seaborn. Provided input using statistical analysis and visualization techniques. • Created 7 interactive Data Science tutorials to train Engineering group on Data Science skills including Data Visualization, Supervised and Unsupervised Machine Learning, Natural Language Processing, AWS Elastic Search queries. • Automated categorization of incoming calls to predict call center demand using Topic Modeling and Sentiment Analysis. Show less

    • United States
    • Food & Beverages
    • 700 & Above Employee
    • Consessions Supervisor
      • Jun 2015 - Aug 2017

      Managed Ice Cream Concessions during events; responsible for 12 workers, scheduling, employee relations, and reconciliations. Continuously evaluated operations to effectively align workflows for optimal coverage and customer satisfaction. • Controlled food costs and managed inventory. • Resolved challenging customer complaints to full satisfaction, promoting brand loyalty and maximizing repeat business. Managed Ice Cream Concessions during events; responsible for 12 workers, scheduling, employee relations, and reconciliations. Continuously evaluated operations to effectively align workflows for optimal coverage and customer satisfaction. • Controlled food costs and managed inventory. • Resolved challenging customer complaints to full satisfaction, promoting brand loyalty and maximizing repeat business.

    • United States
    • Religious Institutions
    • 1 - 100 Employee
    • Teacher Assistant
      • Sep 2012 - May 2016

Education

  • Boston University
    Bachelor of Arts - BA, Mathematics and Statistics, Minor in Computer Science
    2016 - 2020
  • Københavns Universitet - University of Copenhagen
    Semester Abroad, Data Science
    2019 - 2019
  • Highland Park High School
    High School Diploma
    2012 - 2016

Community

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