Beyond the Spreadsheet

15 Years of "Crunching Data" 🌍

I have spent over 15 years analyzing budgets, increasing sales, and cutting costs across diverse industries: Corporate Banking, Pharmaceuticals, Transportation, Shipping, and Retail.

I have seen it all:

• Huge corporations vs. mid-sized companies
• Highly profitable ventures vs. companies struggling to survive
• Diverse corporate cultures:
  BNP Paribas
  (French)

  McKesson
  (US)

  Hapag-Lloyd
  (German)

  Battat
  (Canadian)

This experience taught me that while cultures differ, the data problems are often the same.

The "Excel Trap" We All Fall Into 📉

Years ago, I took endless Excel courses because I loved it. But as data became more important, I realized Excel wasn't enough.

Does this sound familiar?
People, especially accountants, create massive Excel files with endless tabs. I saw some of them nesting a VLOOKUP inside another VLOOKUP. They don't realize that this complexity causes crashes exactly when you need the file most. It makes data hard to find and impossible to audit.

I started simplifying these complex files using Power BI and SQL, until I found Python. I fell in love instantly. It allows me to turn heavy, slow Excel files into light, automated scripts.

See how much time you could be saving. Explore real examples of manual workflows I transformed into instant results in my Case Studies.

You Are Sitting on a Goldmine 💰

That story made me realize that many small business owners are in the same boat. You struggle to get data, or you have so much data (like Shopify store owners) that you don't even know where to start looking.

You have gold in your hands, but it feels like too much work to dig for it.

Connect with Me 🤝

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