Summary
Overview
Work History
Education
Skills
Languages and Technologies
Timeline
Generic

Nicole Pagel

Colorado Springs,CO

Summary

Passionate data scientist accomplished in applying diverse experiences to make impactful, objective, and actionable data insights. Eager to learn new technologies. Background in restaurants and customer service helps communicate clearly to stakeholders to implement best-in-class solutions

Overview

8
8
years of professional experience

Work History

Senior Data Scientist

Charles Schwab
08.2018 - Current

· Spearheaded development of exclusive digital sales channel KPIs. Used ARIMA timeseries forecasting model deployed in AWS Sagemaker to predict client money flows and established success metrics based on forecasted vs. actual results. Drove $200m in new business in 2023


· Improved existing marketing client targeting framework using gradient boosting model in Python to better identify potential customers. Increased engagement by 35%


· Implemented A/B testing framework of product flows using SQL and Tableau to measure impact of sales and marketing event. Used LASSO regression in SciKit-Learn to predict territories that need additional support. Helped convert $70m in new business and retain over 200 clients


· Developed product sales model for retirement sales team that identifies sales opportunities using SciKit-Learn, SQL, and Alteryx, for data mining and classification modeling. Helped drive $2B in sales over 3 years


· Implemented framework for retail sales Regional Directors to identify opportunities for product support with branch advisors through linear regression analysis. Drove over 100 new conversations and supported $300m in new product sales


· Developed metric using text mining and NLP application, in Python pandas and numpy. Scraped Salesforce notes to identify product and educational programs offered through Schwab that were the most popular with both the sales team and clients to help drive budget decisions for the coming year. Improved efficient use of resources by 20%

Data Analyst

Northern Arizona University
06.2016 - 05.2018

Conducted research on modeling and statistical inference of temporal healthcare profiles in the jail population of Coconino County

Used linear regression, PCA, geospatial modeling and analysis on bat microbiome using R

Education

Master of Science - Computer Science

Northern Arizona University
Flagstaff, AZ
05.2018

Bachelor of Science - Economics & Finance

University of Arizona
Tucson, AZ
05.2012

Skills

  • Statistical Modeling
  • Multivariate Analysis
  • Big Data Analytics
  • Market Basket Analysis
  • Machine Learning
  • Data Visualization
  • Time Series Analysis
  • Predictive Modeling
  • Statistical Analysis
  • Business Forecasting
  • Data Mining
  • Large Dataset Management

Languages and Technologies

SQL, Python, Alteryx, Excel, R, Tableau, C, Java, GCP, Snowflake, Hadoop, Pytorch, PySpark, scikit-learn, AWS SageMaker, Athena, git

Timeline

Senior Data Scientist

Charles Schwab
08.2018 - Current

Data Analyst

Northern Arizona University
06.2016 - 05.2018

Master of Science - Computer Science

Northern Arizona University

Bachelor of Science - Economics & Finance

University of Arizona
Nicole Pagel