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Thoughts on Finance, Data Science, and the future of Analytics.

Industry Trends

The Death of the "Reporter": My Take on FP&A Trends 2026

Finance is moving from "What happened?" to "What's next?". How I am using SQL and Python to prepare for the shift to Value Creation.

Read Full Story → Career Journey

From Accounting to Analytics: Why I Traded Spreadsheets for SQL

For 5 years, I lived in Excel managing a $500M budget. Here is why I transitioned to Data Science and how the "Hybrid Analyst" is the future of Finance.

Read Full Story → Finance Trends

Why Excel isn't enough for Modern FP&A

Spreadsheets run the world, but they break at scale. A look at why Python & SQL are becoming mandatory skills for Finance Managers.

Read on LinkedIn → Data Science & Risk

The Hidden Risk in "Black Box" AI Models

In credit risk, "explainability" matters more than accuracy. How to use SHAP values to keep regulators happy while using Machine Learning.

Read on LinkedIn →