i've spent the last decade building data teams and platforms at startups. if you're stuck on something with dbt, snowflake, salesforce, or your bi tool, tell me what's going on below and i'll get back to you. i take on side projects and i'm open to hearing about full-time roles.
what i can help with
- dbt project setup, refactors, testing, slim CI/CD, and incremental models that don't fall over
- snowflake cost reduction, performance tuning, and warehouse architecture
- salesforce full development: apex, flows and complex automation, and custom builds, plus data quality, reporting, territory/scoring models, and reverse ETL (certified admin)
- business intelligence semantic layers, dashboards, and embedded analytics in omni, looker, and tableau
- data platform pipelines and orchestration with prefect or dagster, kimball data modeling
- analytics a/b testing, attribution, and defining metrics your whole company agrees on
a few results
- cut $200K/yr (25%) off an $800K/yr snowflake bill: $100K/yr by tuning a single pipeline, and another $100K/yr by bringing in select.dev
- cut snowflake spend 50% ($60K) and production runtime 26% with a warehouse refactor
- automated 1,500+ customer dashboards so analytics shipped within hours of a customer config change
- migrated the primary user key across 300+ dbt models with a gradual, blue-green rollout
tell me about it
rather just email? andrewraymondrandall@gmail.com