Notes on data, AI,
and the things I'm learning.

I always wanted to teach data and analytics. I imagined teaching adults. Then a summer camp in Kuwait asked me to teach children, and I learned more than I taught.

A hierarchical Odoo POS export, nearly 30,000 rows deep, rebuilt into a four-table star schema and two dashboards. Including the measure that catches a cashier whose errors cancel out.

A portfolio Power BI project on fully synthetic data. One model that answers both clinical and donor questions across a 31-country humanitarian health program.

A short note on why I'm finally building the digital notebook I've wanted for years.

A story-driven guide to the Microsoft Azure AI Essentials exam. Machine learning, computer vision, NLP, generative AI and responsible AI, taught as one connected story through the eyes of a boy named Omar.

A root cause analysis across a Medallion data platform. How I traced a long-standing cost gap to two hidden causes and worked with engineering to fix both.