Kate Bernstein
Lead Quantitative Analyst at Captario- Claim this Profile
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Bio
Credentials
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Deep Learning Specialization
CourseraSep, 2020- Nov, 2024
Experience
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Captario
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Sweden
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Data Infrastructure and Analytics
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1 - 100 Employee
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Lead Quantitative Analyst
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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
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Senior Data Analyst
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Oct 2021 - Oct 2022
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Data Analyst
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Aug 2020 - Oct 2021
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ActiveCampaign
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United States
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Software Development
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500 - 600 Employee
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Data Science Intern
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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.
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DialogTech (now Invoca)
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United States
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Advertising Services
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1 - 100 Employee
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Data Science Intern
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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
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Levy Restaurants
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United States
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Food & Beverages
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700 & Above Employee
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Consessions Supervisor
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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.
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Am Shalom
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United States
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Religious Institutions
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1 - 100 Employee
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Teacher Assistant
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Sep 2012 - May 2016
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Education
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Boston University
Bachelor of Arts - BA, Mathematics and Statistics, Minor in Computer Science -
Københavns Universitet - University of Copenhagen
Semester Abroad, Data Science -
Highland Park High School
High School Diploma