Aaron Guo

About Aaron Guo

I’m a Senior Data Engineer with 7+ years of experience (5 years at AWS) building and scaling data platforms, pipelines, and applications that power business-critical decisions. What excites me most are tough technical challenges and the direct impact of solving them—whether that’s optimizing large-scale data systems or enabling new business insights through data applications.Beyond traditional data engineering work such as ETL pipelines, data modeling, and optimization, I have extensive experience in designing data architectures and building data applications. This includes developing a GenAI-powered chatbot capable of analyzing live warehouse data, deploying ML models to production via SageMaker endpoints accessible from web applications, and building data infrastructure from scratch using Airflow and dbt. These experiences have expanded my scope well into data architect-level responsibilities.I’m drawn to individual contributor roles where I can dive deep, own end-to-end solutions, and deliver measurable impact. My strengths include being detail-oriented, action-driven, and comfortable with ambiguity. I pride myself on being a quick learner with strong ownership, able to move ideas from design to production independently.Core Competencies:Data Engineering & Architecture: AWS (Glue, Redshift, S3, Lambda), Airflow (MWAA), dbtProgramming Languages: Python, SQL, RCloud Data Warehouse: Redshift, SnowflakeData Visualization: Looker, TableauData Applications: GenAI-powered tools, ML model deploymentWork Authorization: U.S. Green Card Holder

Experience

1. Senior Principal Data Engineer

   Vertex Pharmaceuticals

   Nov 2025 — Present · Boston, MA, US

Education

• Beihang University

  Bachelor of Engineering (B.Eng.), Electrical, Electronics and Communications Engineering

  2003 — 2007

• University of Chinese Academy of Sciences

  Master of Engineering (M.Eng.), Electrical, Electronic and Communications Engineering Technology/Technician

  2007 — 2010

• Babson F.W. Olin Graduate School of Business

  Master of Business Administration (MBA), Business Analytics

  2012 — 2014

Skills

• Python
• Multi-Channel Marketing
• Hardware
• Crm
• Salesforce.com
• Program Management
• Spss
• Pricing
• Sas
• Product Management
• R
• Channel
• Tableau
• Javascript
• Sql
• Project Management
• Go-to-Market Strategy
• Six Sigma
• Product Launch
• Segmentation
• Partner Management
• Machine Learning
• Marketing Research
• Product Lifecycle Management
• Cross-Functional Team Leadership
• Marketing Strategy
• Digital Marketing
• Vba
• Marketing Engineering
• Business Strategy
• Strategic Partnerships
• Strategy
• Market Analysis
• Management
• Product Marketing
• Matlab
• Saas
• Enterprise Software
• Process Improvement
• Product Development