Everyone talks about prompt engineering. Few people talk about what happens when prompt engineering stops being enough.Continue reading on Medium »
A 15-year confessional from the trenches — and why AI agents are the first real relief valve data platform engineers have ever had.Continue reading on Medium »
IntroductionContinue reading on Medium »
A confessional guide to the queries that burned me — and the fixes I wish someone had shown me on day one.I’m going to tell you something embarrassing.Three months into my first data analyst role, I brought down a production dashboard. Not with some ex…
Despite decades of perfecting structured data pipelines, 80% of enterprise knowledge…
Sovereign states need to focus not only on creating value, but also how they capture and retain it.Continue reading on Medium »
From European Payment Systems to High-Frequency Trading: Mastering the Mathematical Foundations and Python Implementations for Production-Ready Machine Learning PipelinesIn the high-stakes world of financial systems and AI, the common adage suggests th…
Running an LLM is now a commodity. The competitive moat is data: how fresh it is, how fast agents can access it, and how well it reflects…Continue reading on Real-Time Data Evolution »
ChatGPT, Copilot, and Gemini can write SQL fast. Sometimes it’s brilliant. Sometimes it’s subtly wrong in ways that will ruin your numbers. Here’s how to tell the difference.SQL is the language of data. If you work anywhere near a database, you’re writ…
Eighteen years of building enterprise data platforms in regulated financial services taught me one thing above all else: the systems that…Continue reading on Towards AI »