Carmonex

Carmonex is my personal space to explore data, models, and decision-making through a practical and business-oriented lens.
After years working in analytics, finance, and operations, I realized that the most valuable insights usually come from connecting three things:

• Data — raw information, complex or simple.
• Models — the tools that help us interpret patterns.
• Decisions — the real outcome that matters in any organization.

This blog is where those three elements meet.

What You Will Find Here

I’ll be sharing:

• Deep-dive explanations of data science models
• Experiments and prototypes built in Python
• Applications of analytics to real business challenges
• Insights from my work in finance, collections, and BI
• Reflections on how data can improve operational decision-making

Everything will be explained with clarity and grounded in real experience, not theory for theory’s sake.

Why Carmonex?

The name comes from my last name, Carmona, blended with nex , inspired by “nexus,” the point where connections happen.
Carmonex represents exactly that: the connection between information, analysis, and intelligent action.

What’s Next

The upcoming posts will cover practical modeling lessons, clustering experiments, forecasting approaches, and real-world analytics concepts that I’ve applied (or would apply) to domains like Accounts Receivable, disputes, forecasting, and performance optimization.

Thanks for stopping by and welcome to Carmonex.