1 min read
Welcome to auxin
Why we started auxin, what we believe, and what you can expect from this blog.
- intro
- data-engineering
Data engineering · Data science · ML
Data engineering
that ships.
auxin is a data engineering and data science consultancy. We build production-grade pipelines, warehouses, and ML systems for teams that need data to move the business.
One-stop shop for data.
All services →Data platforms
Modern warehouses on Snowflake, BigQuery, or Databricks — modelled with dbt, governed by lineage, and ready to scale.
Pipelines & ingestion
Reliable batch and streaming pipelines on Airflow, Dagster, or Kafka. Idempotent by design, observable by default.
Analytics engineering
Semantic layers, KPI definitions, and BI ready to be trusted. Looker, Lightdash, Metabase — whatever fits.
Machine learning
From feature stores to production inference. We build ML systems that survive the second sprint.
From the blog
All posts →2 min read
Idempotency: the feature no one asks for
Idempotent pipelines aren't a nice-to-have — they're the only kind of pipeline that survives an on-call rotation.
- data-engineering
- pipelines
- reliability
Notes on data, monthly.
Practical writing on modern data stacks, pipelines, and analytics — no fluff, no spam.