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As a Lead Data Scientist at Pareto Intelligence, I apply my skills in statistical modeling and machine learning to design and develop predictive models for healthcare analytics. I also improve data pipelines and architecture, ensuring data quality and efficiency, developing strong data engineering skills and familiarity with cloud tools such as AWS EMR and s3 along the way.I have been working at Pareto for over four years, starting as a Data Analyst before transitioning to a Data Science role and progressing to Senior and then Lead. I have led and contributed to multiple projects that delivered actionable insights and solutions to clients in the healthcare industry. I am a fast learner and a strong leader, capable of adapting to different domains and collaborating with diverse teams. I hold a Bachelor's Degree in Mathematics and Statistics from the University of Wisconsin-Madison, where I developed a solid foundation in quantitative methods and data analysis. I have used a large variety of predictive and descriptive modeling tools, including XGBoost, SparkML, and STAN to produce insights. I am passionate about finding patterns and trends in data and solving complex problems with data-driven approaches.
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Lead Data ScientistPareto Intelligence Jul 2023 - PresentChicago, Il, UsAs a Lead Data Scientist, I am in charge of designing, training, and implementing predictive and descriptive models using advanced machine learning techniques such as XGBoost, CATBoost, and Spark ML. I have also developed a deep understanding of Apache Spark, and how to build robust and efficient data pipelines to support these models.As one of the longest-tenured employees at Pareto, I have developed an intimate understanding of our data and company needs, which has allowed me to assist with a number of Data Engineering tasks, and in turn develop expertise in engineering full data pipelines in PySpark as well as developing and deploying python packages to support and execute these pipelines. These skills have reinforced my Data Science skills as well, giving me the development and engineering expertise necessary to manage Machine Learning Operations (MLOps), allowing me to work in all phases of the Data Science/Machine Learning pipeline. In this sense, I operate as a Full Stack Data Scientist, with the ability to work in all phases of the Machine Learning development, training, and deployment process. -
Senior Data ScientistPareto Intelligence Oct 2021 - Aug 2023Chicago, Il, Us
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Data ScientistPareto Intelligence May 2018 - Oct 2021Chicago, Il, UsDesigning and developing predictive models for healthcare analytics. Improving data pipelines and architecture.
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R&D InternMilwaukee Brewers Baseball Club, Inc. Feb 2017 - Nov 2017Milwaukee, Wisconsin, Us• Developed algorithm that reduced prediction error of proprietary projection engine in a high-stakesenvironment• Designed multiple models in R using techniques including boosted regression trees and MCMC-based Bayesian inference• Synthesized data of various types from a wide range of sources into a single, coherent dataset• Cleaned and organized data using R’s DPLYR package in preparation for modeling• Handled large amounts of missing and poorly scaled data from inconsistent measurements• Reviewed and critiqued baseball research from 3rd-party contractors -
Statistics InternBaseball Prospectus Jan 2016 - Jan 2017UsApplied statistical knowledge skills to assist Baseball Prospectus stat team in producing cutting-edge models based on baseball data. Used and R and MySQL to gather and analyze baseball data, including player and ball motion data from Pitch f/x and Statcast. -
Database InternHeartland Business Systems May 2015 - Aug 2016• Developed data warehousing solutions using SSIS Packages in Visual Studio• Designed numerous sales and inventory reports for clients using Microsoft Report Builder• Optimized database queries for minimal runtime and maximum client usability• Created stored procedures in SQL to transfer data and populate reports
Ethan Spalding Skills
Ethan Spalding Education Details
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University Of Wisconsin-MadisonMathematics And Statistics
Frequently Asked Questions about Ethan Spalding
What company does Ethan Spalding work for?
Ethan Spalding works for Pareto Intelligence
What is Ethan Spalding's role at the current company?
Ethan Spalding's current role is Lead Data Scientist.
What is Ethan Spalding's email address?
Ethan Spalding's email address is es****@****hbs.net
What is Ethan Spalding's direct phone number?
Ethan Spalding's direct phone number is +184776*****
What schools did Ethan Spalding attend?
Ethan Spalding attended University Of Wisconsin-Madison.
What are some of Ethan Spalding's interests?
Ethan Spalding has interest in Sports Analytics, Baseball Statistics, Baseball Analytics.
What skills is Ethan Spalding known for?
Ethan Spalding has skills like Statistics, Data Analysis, Data Mining, Data Warehousing, Sql, R, Data Science, Statistical Modeling, Blogging, Predictive Analytics, Predictive Modeling, Statistical Data Analysis.
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