May 4, 2026

Culina-Botanica

A Python automation pipeline that replaced manual data entry and made the workflow 100-300x faster.

Culina-Botanica had a manual data-entry workflow that was slow, repetitive, and expensive to keep doing by hand.

I replaced it with a Python pipeline that moved the same work into a repeatable automation flow.

The result was a 100-300x speedup and a workflow that was easier to trust, repeat, and maintain.

What Shipped

  • Python data processing
  • A faster operational workflow
  • A repeatable pipeline in place of manual entry