Mason Walters

Skeptic · Analyst · Engineer · Student

Data engineer in Austin. I build BI infrastructure for a living and write here about that work, evidence-based fitness experiments, and what I'm trying to figure out.

304.4 lb ↓ 20.8 since Sep 2021 bulk
Last essay over 1 year ago

What you'll find here

Skeptic

Default position: show me the evidence. Most things people are sure about — in BI, in fitness, in business — don't survive a careful look at the source data.

Analyst

Twelve years in BI, finance, and operations roles where the job was to translate messy data into a decision someone could actually make.

Engineer

Pipelines, warehouses, dashboards, and the cleanup work that follows. Usually with Python, dbt, Airflow, and one of Snowflake or Postgres.

Student

Always learning something. This site is partly a public accountability mechanism for that — see /now and /reading.

Recent writing

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Why Build Your Own Website?

On digital sovereignty, the price of control, and why a graveyard of abandoned attempts beats a polished platform profile.

Want to hire me — or push back on something here?

Best for hiring inquiries, consulting work, and pointed questions. I read everything and respond within 48 hours.

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