Brandon Allen

Brandon Allen Email and Phone Number

Senior Data Scientist - Alexa+ Audio @ Amazon
Chicago, IL, US
Brandon Allen's Location
Greater Chicago Area, United States, United States
Brandon Allen's Contact Details
About Brandon Allen

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

Brandon Allen's Current Company Details
Amazon

Amazon

View
Senior Data Scientist - Alexa+ Audio
Chicago, IL, US
Website:
amazon.com
Employees:
734811
Brandon Allen Work Experience Details
  • Amazon
    Senior Data Scientist - Alexa+ Audio
    Amazon
    Chicago, Il, Us
  • Amazon Web Services (Aws)
    Senior Data Scientist
    Amazon Web Services (Aws) Jan 2023 - Present
    Seattle, 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
  • Amazon Web Services (Aws)
    Senior Business Intelligence Engineer
    Amazon Web Services (Aws) May 2022 - Dec 2022
    Seattle, 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
  • Amazon Web Services (Aws)
    Senior Business Operations Analyst
    Amazon Web Services (Aws) Sep 2021 - May 2022
    Seattle, 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
  • University Of Chicago
    Senior Associate Director, Analytics
    University Of Chicago Jan 2020 - Sep 2021
    Chicago, 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
  • The University Of Chicago Booth School Of Business
    Data Science Specialist, Institutional Research/Strategic Initiatives
    The University Of Chicago Booth School Of Business Jul 2018 - Jan 2020
    Chicago, 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
  • The University Of Chicago Booth School Of Business
    Data Analyst, Institutional Research/Strategic Initiatives
    The University Of Chicago Booth School Of Business Oct 2016 - Jun 2018
    Chicago, 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
  • Northwestern University
    Program Assistant
    Northwestern University Jun 2014 - Sep 2016
    Evanston, 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

Event Planning Community Outreach Music Arts Administration Social Media Research Performing Arts Microsoft Office Public Speaking Nonprofits Editing Volunteer Management Politics Creative Writing Grant Writing Fundraising Higher Education Marketing Facebook Acting Teaching Theatre Art Tessitura Raiser's Edge Non Profits Microsoft Excel Powerpoint Microsoft Word Audience Development Orchestral Music Grants Blogging Press Releases R Statistical Data Analysis Sql Arcgis Ibm Cognos Query Studio Hyland Onbase Ellucian Advance Tableau Data Analysis Project Management Strategy Strategic Planning Statistics Machine Learning Leadership Management Presentation Skills Enrollment Management

Brandon Allen Education Details

  • The University Of Chicago Booth School Of Business
    The University Of Chicago Booth School Of Business
    Marketing Management
  • The University Of Chicago Booth School Of Business
    The University Of Chicago Booth School Of Business
    Graduate Student-At-Large (À La Carte Coursework)
  • Northwestern University
    Northwestern University
    Business Analytics
  • Depaul University
    Depaul University
    Business 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.

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.