Turn Messy Spreadsheets Into Clear Insights

I transform your heavy, slow, and confusing Excel files into light, accurate reports—so you can make decisions based on facts, not clutter.

Is Your Data "Heavy" and Hard to Use?

You have the data, but it's buried in messy tabs and slow files. Instead of analyzing the business, you are struggling with the spreadsheet.

The "Heavy File" Problem

Your workbooks are so large they take minutes to open and constantly crash when you try to filter them.

Hidden Insights

You know the answers are in there, but cleaning the data takes so long that you rarely get to the deep analysis.

Manual Cleaning

You spend hours every week just fixing formatting, removing duplicates, and pasting rows.


Fernando, Data Expert

Business Strategy Meets Technical Expertise

My name is Fernando, founder of FromExcelToPython. I bring a rare combination of business strategy and technical mastery to your data.

Holding both an MBA and a Masters in AI, I don't just see code; I see your bottom line. For over 15 years, I have leveraged this dual expertise to uncover insights that drove significant revenue for top-tier companies. Now, I apply that same high-level intelligence to make your business more profitable.

Things I Can Do For You So You Are More Productive

Replace Slow Performance

I replace slow Excel performance with no performance issues. Stop waiting for files to load and get answers instantly.

Transform Messy Data

I transform your messy data into clean, actionable data you can trust. No more manual copy-pasting errors.

One Master File

I consolidate information from dozens of different Excel files into one single source of truth. Say goodbye to endless tabs.

Bring Insights

Top companies sit on "gold data" without knowing it. I extract the hidden insights that are costing you money to ignore.

Database & Dashboard

I create a central database and dashboard where you have all your key info at your fingertips. This saves hours of weekly admin work.

Request Your Free Audit Now

Investment Transparency: Projects typically start at CAD $1,499.

The Power of Python, The Simplicity of Excel

I take the heavy processing out of your workbook. You keep the interface you love, but with data that is reliable and fast.

How I help you:

  • Clean & Organized: I write scripts that standardize your data. No more formatting errors or bad dates.
  • Lightweight Files: By processing data outside of Excel, your final report is small, fast, and easy to email.
  • No Technical Setup: I use Google Colab. It works in your browser. If you can use Gmail, you can use my solution.

Why Google Colab?

It is a secure workspace that runs in your browser. It allows me to use powerful data tools to clean your files without you needing to install anything on your computer.

It keeps your computer light and your data safe.

My Workflow

Step 1: The Review

Send me a sample of your messy file. I review it to see how we can make it lighter and cleaner.

Step 2: The Cleanup

I build the Python logic that organizes your data. I focus on accuracy and speed.

Step 3: The Result

I give you the link to your private workspace. You upload your file, click one button, and get your insights.

Real Results

"We had a sales report that took 4 hours to prepare every Monday because the data was so messy. Fernando fixed it. Now it's ready in 2 minutes."

- Director, Logistics Company

"I used to struggle with a massive spreadsheet that crashed my Excel constantly. Fernando made it light and easy to use. I can finally see my margins clearly."

- Owner, E-commerce Brand

Frequently Asked Questions

Is my data safe?

Yes. The process runs in a private session that only you control. Once you close the browser window, the data is wiped. Nothing is stored permanently.

Do I need to subscribe to anything?

No. The solution is yours. Google Colab has a free tier that is excellent for most business needs.

What if my columns change?

I build the solution to be flexible. If you make major changes to your file, I can update the logic for you easily.

Stop Fighting With Your Data

Projects typically start at CAD $1,499.

One-time investment. Clear insights forever.

© 2026 FromExcelToPython. All rights reserved.

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