data wrangling simplicity, complete audit transparency, and at speed

MOMSI Tests

Perform schema-to-schema transforms for interoperability and data reuse. Transform messy data into structured schemas using readable, auditable methods.

FastAPI/ActivityPub federated digital commercial product base project generator.

Python-based docx to standards-compliant epub3 conversion

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Nuxt3, Docker, automatic HTTPS and more.

Lesson guide and textbook for Data Wrangling and Validation for Open Data

Lesson guide and textbook for Data Wrangling and Validation for Open Data using a spreadsheet editor

Lesson guide and textbook for "Data as a Science" course.

Review of commercial location and ratepayer data as published by Barnsley Metropolitan Borough Council and the VOA.