Data Build & Engineering

The Problem

You have data everywhere, but no reliable way to use it. Setting up a modern data stack from scratch is complicated, and making the wrong technical choices early on means expensive rewrites later. To make matters worse, a lot of consultants love to build complex black box systems that leave your internal team completely dependent on them for every minor fix.

The Product

Full-stack data infrastructure builds, from raw ingestion straight through to your BI dashboards. I build clean, operable systems using the best tools available. Crucially, this is designed for handoff. When the engagement is over, your team takes the keys.

• Data ingestion pipelines: Setting up reliable, automated pipelines using Airbyte or custom scripts to get your data moving.
• dbt transformation layer: Writing clean, tested, and version-controlled SQL to turn messy raw data into clear business logic.
• Snowflake data warehouse setup: Architecting a scalable, high-performance central hub for all your company's data.
• BI tooling: Plugging in modern platforms like Omni, Hex, or Looker so your stakeholders can easily visualize and act on the data.

The Result

A rock-solid data foundation that just works. Your team gets a transparent, fully documented system they actually understand and can operate on day one. You stop worrying about broken pipelines and start getting fast, reliable answers to your business questions.