Steady data work for small businesses.

Who this is for

Businesses of one to ten people whose numbers live in spreadsheets, exports and a handful of apps, and whose reports never quite match.

You don’t need heavy big-data tools. You need the right numbers in one place, updated on time, that you can trust when you make a decision.

What I do

• Data pipelines

  I pull data from your sales, finance, marketing and operations tools into one tidy, reliable place, refreshed on a schedule.

• Reports and dashboards

  Clear dashboards your team can open every morning, built on numbers that match across every report.

• Ongoing support

  When a refresh fails or a number looks wrong, I find the cause and fix it, then make it harder to break next time.

Writing

Lessons from real data projects, written in plain language.

• CI/CD can stop your reports from breaking every other week

  How a Friday-night deployment undid a week of report fixes, and the setup that stopped it happening again.

• Debugging Airflow 101, Episode 01: Overlapping DAG run hell

  Why a pipeline that runs every 15 minutes can silently skip data, and the one setting that fixes it.

How we work together

1. A short call. You tell me which decisions you need better numbers for.
2. One small first project. I scope a single useful pipeline or dashboard, with price and timeline agreed before I start.
3. A clean hand-over. You get the finished work and plain-language notes, and you decide whether to keep me on for support.

About

I’m Jayesh, a data engineer with two years of hands-on experience building and fixing data pipelines. I’m taking on a small number of clients, so you work with me directly rather than a team.