System modules

Selected work across data, tooling, and automation.

A focused set of projects around ETL, privacy-first tooling, developer experience, and practical systems built to solve real operational problems.

Current signal

Python, Polars, automation, and developer tooling shaped by reliability, clarity, and real production constraints.

A Python CLI for local file automation with watch mode and rule-based organization.

automationclipythontooling

2025Finished

Featured

A Polars-based anonymization library for privacy-first ETL workflows.

etlpolarsprivacy

2025Ongoing

Editorial

Technical writing on Python, Polars, data engineering, and practical tooling.

blogdatapython

2023Ongoing

A Python tool created to inspect tabular data more clearly on Ubuntu workflows.

pythontabularubuntu

Ongoing