Skip to content
All projects

E-commerce data pipeline

One set of numbers for an online brand's leadership

Role
Engineering
Team
Contract, solo
Work
Data pipeline, Automation, AI
Period
Mar – May 2026
Launched
May 2026
Illustrative photo: a laptop on a glass table showing an analytics dashboard
Illustrative photo, not the client's system. Photo by Carlos Muza on Unsplash.

Objective

The brand's email, website and ad numbers sat in separate tools, and every weekly figure was a manual export. The goal: one set of numbers leadership trusts, ready every morning.

Scope

One central store for the brand's email, website and ad data, refreshed every night.

Written briefings on top of it: daily and weekly for the CEO, weekly for the COO, plus an assistant that answers questions from the same numbers.

A freshness check, so every briefing says when its data is out of date instead of quietly showing old numbers.

Results

Delivered in May 2026: one set of numbers the leadership team reads every morning.

While checking the figures, I found $104K of revenue that an old report had been leaving out.

My part

I designed and built it alone. The client's team owned the accounts and the database administration.

Ask about this project

Questions about how it works, or whether something like it fits your team, are welcome.

Email me about this project