Tom Cummings

Analytics Engineer

Building data infrastructure that drives decisions. 12+ years turning raw data into reliable, tested, production-grade analytics.

View Projects GitHub

About

I'm an analytics engineer based in Fort Lauderdale, FL, with 12+ years of experience across BI, marketing analytics, and data engineering. I've built reporting systems for enterprise organizations processing 1B+ row datasets, owned analytics for a high-volume DTC brand with $15M+ in annual ad spend, and led GA4 migrations and data architecture for 100+ clients.

My work sits at the intersection of data engineering and analytics — building the models, tests, and pipelines that make data trustworthy. I specialize in dbt, BigQuery, and the modern analytics stack, and I'm focused on roles where I can own the transformation layer end-to-end.

Projects

DTC Brand Analytics

End-to-end analytics engineering project built on anonymized DTC e-commerce data. Production-style dbt workflow with ingestion, layered modeling, 81+ tests, CI/CD, and data observability.

BigQuery dbt Python GitHub Actions Elementary Looker Studio
View project →

Skills & Tools

Data Engineering

  • dbt Core
  • BigQuery / SQL
  • Python (ETL, scripting)
  • Fivetran
  • Dataform

Analytics & BI

  • Looker Studio
  • Tableau
  • GA4 / GTM
  • Mode Analytics
  • Amplitude

Infrastructure

  • GitHub Actions (CI/CD)
  • Elementary (observability)
  • GCP / BigQuery
  • Teradata / SQL Server
  • SSIS / SSAS

Marketing & Ecommerce

  • Shopify / Magento
  • Meta Ads / Google Ads
  • Klaviyo / HubSpot
  • Attribution modeling
  • A/B testing

Get in Touch

I'm open to analytics engineering roles and interesting data projects. Reach out anytime.

Email Me GitHub