Aaron O'Toole

Aaron O'Toole

Platform developer at InFocus Data, building production data pipelines and infrastructure.

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Aaron O'Toole

01 / Writing

Publications

Practical notes from building production data systems.

Meltano / PostgreSQL

How to Run a Meltano Pipeline with a REST API and PostgreSQL

End-to-end guide to building a production Meltano pipeline with API ingestion and PostgreSQL targets.

Meltano / Docker

How to Build a Docker Image to Run Containerized Meltano Pipelines

Practical walk-through for containerizing Meltano for repeatable deployment.

02 / Projects

GitHub

Data platforms, ingestion pipelines, orchestration, and infrastructure.

MLB Golang Platform

platform

mlb-event-platform

Event-driven baseball data services in Go.

NHL Data Project

extract

tap-nhl

NHL data ingestion.

transform

dbt-nhl

Analytics-ready NHL models.

orchestrate

airflow-nhl

Scheduled pipeline orchestration.