Alan M. Armen Email and Phone Number
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Alan has led data science and machine learning functions at various tech companies. He has built state-of-the-art systems to optimize marketplace and media experiences for end users and broken ground in establishing templates for ethical AI. He specializes in designing and implementing large-scale advertising and marketplace systems that optimize for business outcomes, while protecting both seller and user experience and safety. Alan is a cited author with research spanning economics and healthcare AI.
Workwhile
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Chief Economist And Head Of Data ScienceWorkwhileSeattle, Wa, Us
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Director Of Data ScienceUpwork Apr 2024 - PresentSan Francisco, California, Us -
Director Of Data ScienceShipt 2022 - 2024Birmingham, Al, Uso Oversee multiple teams comprised of ML data scientists, ML engineers, and analysts responsible for developing models that support our algorithmic pay and compliance systems, across our On-Demand and Last-Mile Delivery product linesKey Accomplishments o Successfully led my teams and our cross-functional partners in bringing +10 new models to market in 2022-2023, which combined led to a +$22M cost reduction for Shipt o Supported the business in scaling Target Last Mile delivery from 1 to 10 cities, driving 7X growth in order volume and revenueo Lead author in developing now patent-pending IP for optimizing Shipt’s marketplace economics -
Senior Data ScientistDocusign 2020 - 2022San Francisco, Ca, Uso Develop software and ML models that support at-scale interactions with, and measurement of, DocuSign customerso Build data science tools / frameworks to drive productivity for the Customer Success Analytics team o Provide thought leadership and consultation for analysts and other data scientistsKey Accomplishmentso Led the development of an XGBoost-based Recommendation Engine for targeted campaign marketing, driving a +2X lift in conversion rates and reducing irrelevant emails by 66%o Ideated, built, and delivered a self-service AB Testing Platform for Customer Success Analyticso Designed and developed software that provided fully-automated ML-based incrementality analysis for +10 analystso Ideated and delivered software for analysts to build their own ML models to explore and discover important drivers for business KPIs via SHAP value estimates -
Analytics ManagerExpedia Group 2018 - 2020Seattle, Wa, Uso Lead data analysts and data scientists to conduct new Ad product experiments and develop ML models to optimize shopper experienceo Regularly present updates and reports at global product reviews, including to Expedia’s executive VP’s and CEOKey Accomplishmentso Drove +$2.3M in incremental revenue by devising a novel test of what was previously considered an untestable product featureo Enhanced an existing ML model of customer conversion, correcting the model’s specification and introducing seasonality-controlling features, leading to a 15% reduction in model erroro Identified areas of internal financial model improvements worth 17% of our annual advertising revenueo Owned end-to-end the production of a new business-critical dataset, formulating sampling methodology, drafting frontend logic, and working with teams of developers to deploy the logic and build data pipelines -
Senior Research AnalystFederal Reserve Bank Of Dallas 2013 - 2017Dallas, Texas, Uso Develop statistical and economic forecasting models to support key Federal Reserve policy decisionso Engineer end-to-end data pipelines to automate data releases and model updateso Conduct research and analyses to provide insights into the current and future state of the U.S. economyKey Accomplishments o Fully automated previously manual model estimation processeso Researched and delivered a new standard model for forecasting unemployment and inflationo +10 publications during my tenure, resulting in both academic citations and media interest
Alan M. Armen Skills
Alan M. Armen Education Details
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Georgia Institute Of TechnologySpecialization Machine Learning -
University Of OregonMajor: Mathematics And Philosophy (Honors). Minor: Economics And Physics
Frequently Asked Questions about Alan M. Armen
What company does Alan M. Armen work for?
Alan M. Armen works for Workwhile
What is Alan M. Armen's role at the current company?
Alan M. Armen's current role is Chief Economist and Head of Data Science.
What is Alan M. Armen's email address?
Alan M. Armen's email address is al****@****ign.com
What schools did Alan M. Armen attend?
Alan M. Armen attended Georgia Institute Of Technology, University Of Oregon.
What skills is Alan M. Armen known for?
Alan M. Armen has skills like Statistics, Data Analysis, Economics, Research, Stata, Mathematics, Qualitative Research, Programming, Tutoring, Matlab, Eviews, Mysql.
Who are Alan M. Armen's colleagues?
Alan M. Armen's colleagues are Macy Mcnamara (Gregory), Daniel Martinez, Andrew Merel, Darnell Davis, Sarah Pondera, Aileen Guizar, Eduardo Bustamante Vidal.
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