Canonical URL: https://leandataengineer.com/consulting/

Consulting

# Fix your data. Or build something that actually works.

Most companies don’t need a more advanced data stack. They need one that makes sense.

-   Data lives in too many places.
-   Reports don’t match.
-   Pipelines break.
-   Or everything is still stuck in spreadsheets.

I help you clean this up, simplify it, and build systems your team can actually rely on.

[Schedule a Call](https://leandataengineer.com/contact/) [How I Work](https://leandataengineer.com/about/)

Common Problems

-   Data scattered across too many tools
-   Manual reporting taking too much time
-   Mismatch between reports and business reality
-   Unclear architecture and unnecessary tooling

When This Is A Good Fit

## If any of this sounds familiar, I can help.

-   You’re relying heavily on Excel, Google Sheets, or manual reporting
-   Your data is scattered across tools and hard to bring together
-   Reports don’t match and no one fully trusts the numbers
-   Things break often and fixing them takes too long
-   You’re not sure what tools you actually need or if you have too many
-   You’re starting to take data more seriously but don’t know where to begin

What I Do

## Clear help for messy systems.

### Understand your current setup

I start by getting a clear picture of how your data actually flows today.

-   Where your data comes from
-   How it’s stored
-   How reports are created
-   What’s manual vs automated
-   Where things slow down or break

You’ll get a clear explanation of what’s happening and why it feels painful.

### Audit and give you a clear plan

I review your setup and identify exactly what should change.

-   What’s unnecessary or overly complex
-   What’s causing errors or confusion
-   What’s costing more than it should
-   What should be simplified, replaced, or kept

You’ll get a straightforward plan you can act on immediately.

### Fix what’s not working

I step in and clean up the parts that are causing problems.

-   Unreliable pipelines
-   Manual processes that can be automated
-   Reports that don’t match
-   Slow or fragile workflows

The goal is simple: things should just work without constant attention.

### Build a simple, reliable system

If you don’t have a proper setup yet, I design and build one with you.

-   Centralize your data so it’s not scattered
-   Set up a clean and simple database
-   Create clear, repeatable data flows
-   Build reporting that your team can trust

No unnecessary tools. No overcomplication.

### Help you make better decisions about tools

If you’re unsure what to use, I help you avoid costly mistakes.

-   Do you actually need a data warehouse?
-   Are you overpaying for tools you don’t use?
-   Can something simpler do the job better?

You’ll understand exactly what you need and what you don’t.

Approach

## I focus on solving real problems, not building impressive systems.

### Start with the business

Start with what your business actually needs.

### Keep it simple

Keep the solution as simple as possible.

### Make it maintainable

Design things your team can maintain.

### Stay hands-on

Stay hands-on when needed.

What Makes This Different

## A simpler path to usable data.

A lot of data work adds more layers, more tools, and more complexity.

I do the opposite.

-   Simplify instead of expand
-   Remove unnecessary pieces
-   Build systems that are easy to understand
-   Make your data usable day to day

Ways To Work Together

## Flexible support based on what you actually need.

-   A one-time review with a clear action plan
-   Fixing specific issues in your current setup
-   Building a complete system from scratch
-   Ongoing support as your needs grow

## Let’s talk.

Tell me what’s going on with your data and what’s frustrating. I’ll help you figure out the simplest way forward.

[Schedule a Call](https://leandataengineer.com/contact/)

## Related Markdown pages

- [/contact/](https://leandataengineer.com/contact/index.md)
- [/about/](https://leandataengineer.com/about/index.md)
