Brandon Allen Email and Phone Number
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Senior Data Scientist at Amazon Web Services (AWS) with 10 years of experience. 2 years of people management.See https://github.com/blallen22 for personal projects.Full stack data science, owning the ML lifecycle for customer engagements to translate business challenges into ML implementations. This includes owning problem formulation, writing design docs, developing data pipelines (ETL), feature engineering, developing ML models (and iterating with customers), writing science papers, and collaborating with Machine Learning Engineers to deploy models to production. Partner with leadership, scientists, product, engineering, sales, and operations.Expertise includes:• ML/Statistics (Frequentist statistics, supervised ML (XGBoost, CatBoost, LightGBM, Random Forest, Extra Trees, K Nearest Neighbors, Neural Networks), unsupervised ML (K-means clustering), LLMs (Titan, Claude), observational causal inference (double/debiased ML)• Python (PyTorch, Scikit-learn, AutoGluon, XGBoost, Pandas, LangChain, NumPy, Matplotlib)• SQL (CTEs, window functions, optimization)• AWS (Amazon Bedrock, Amazon SageMaker, Amazon Redshift, Amazon S3)Completed Amazon’s internal Machine Learning University coursework, including Deep Learning, Fine-tuning LLMs, Advanced Prompt Engineering, and Building LLMs with LangChain
Amazon
View- Website:
- amazon.com
- Employees:
- 734811
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Senior Data Scientist - Alexa+ AudioAmazonChicago, Il, Us -
Senior Data ScientistAmazon Web Services (Aws) Jan 2023 - PresentSeattle, Wa, Us• Founded a new data science team; developed team mission, vision, tenets, and roadmap• Designed and developed AWS (SageMaker, S3, Lambda, Redshift) Machine Learning models and pipelines to solve business challenges• Developed a LLM/GenAI tool using zero-shot, one-shot, few-shot, chain-of-thought, and tree-of-thought prompting via Claude and evaluated the output on classification accuracy, coherence, factuality, and informativeness -
Senior Business Intelligence EngineerAmazon Web Services (Aws) May 2022 - Dec 2022Seattle, Wa, Us• Designed and developed AWS (SageMaker, S3, Lambda, Redshift) Machine Learning models and pipelines to solve business challenges• Applied causal inference Machine Learning (DoubleML, Two-way Fixed-Effects, and Difference-in-Differences) to measure the causal impact of customer actions; applied MICE imputation, logit propensity scoring, sensitivity testing, and undersampling techniques -
Senior Business Operations AnalystAmazon Web Services (Aws) Sep 2021 - May 2022Seattle, Wa, Us• Led high visibility business operations and analytics, including owning KPI goal allocation via linear optimization, developing interactive KPI forecasting models, and automating KPI data analyses across 12 teams -
Senior Associate Director, AnalyticsUniversity Of Chicago Jan 2020 - Sep 2021Chicago, Il, Us• Led end-to-end data science and advanced analytics for the new product division• Designed, developed, and deployed data pipelines, Machine Learning models, and Tableau dashboards -
Data Science Specialist, Institutional Research/Strategic InitiativesThe University Of Chicago Booth School Of Business Jul 2018 - Jan 2020Chicago, Illinois, Us• Managed 20 data science initiatives for executives across all departments; applied parametric and non-parametric Machine Learning and hypothesis testing techniques to derive insights; developed PPTs and presented findings -
Data Analyst, Institutional Research/Strategic InitiativesThe University Of Chicago Booth School Of Business Oct 2016 - Jun 2018Chicago, Illinois, Us• Served as the lead data science analyst for executives across all departments; influenced policies and informed executive decision making by applying Machine Learning models -
Program AssistantNorthwestern University Jun 2014 - Sep 2016Evanston, Il, Us• Served as lead analyst for two teams by building successful initiatives and utilizing data analysis, strategy, and research to support the School of Education and Social Policy (SESP) and School of Professional Studies (SPS)
Brandon Allen Skills
Brandon Allen Education Details
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The University Of Chicago Booth School Of BusinessMarketing Management -
The University Of Chicago Booth School Of BusinessGraduate Student-At-Large (À La Carte Coursework) -
Northwestern UniversityBusiness Analytics -
Depaul UniversityBusiness Administration Minor
Frequently Asked Questions about Brandon Allen
What company does Brandon Allen work for?
Brandon Allen works for Amazon
What is Brandon Allen's role at the current company?
Brandon Allen's current role is Senior Data Scientist - Alexa+ Audio.
What is Brandon Allen's email address?
Brandon Allen's email address is bl****@****ail.com
What is Brandon Allen's direct phone number?
Brandon Allen's direct phone number is +191963*****
What schools did Brandon Allen attend?
Brandon Allen attended The University Of Chicago Booth School Of Business, The University Of Chicago Booth School Of Business, Northwestern University, Depaul University.
What are some of Brandon Allen's interests?
Brandon Allen has interest in Economic Empowerment, Civil Rights And Social Action, Politics, Education, Poverty Alleviation, Science And Technology, Arts And Culture.
What skills is Brandon Allen known for?
Brandon Allen has skills like Event Planning, Community Outreach, Music, Arts Administration, Social Media, Research, Performing Arts, Microsoft Office, Public Speaking, Nonprofits, Editing, Volunteer Management.
Who are Brandon Allen's colleagues?
Brandon Allen's colleagues are Ruchella L., Pramila Amrelia, Johnny Carty, Matthew Bresk, Mba, Msc, Katie Nosan, Prince Chinemerem, Joseph T Keel.
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