Pragmatic AI with Matt Stauffer

Matt Stauffer

Pragmatic AI is a podcast about practical AI for business leaders, developers, and thinkers—the stuff that actually works, not the hate or the hype. We cover using AI tools day-to-day across the spectrum of human experience.

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Pragmatic AI with Matt Stauffer

Episodes (25)

Jul 29th A Data Scientist’s Approach to AI
Jul 22nd Ghost.org’s John O’Nolan on How AI Helps Small Teams Win Against Giants
Jul 15th AI and Geopolitics: Building Agents That Think Like World Powers

Pragmatic AI with Matt Stauffer

Jul 29, 2026
52½ minutes
47 MB

The Pragmatic AI Podcast is sponsored by Tighten. T-I-G-H-T-E-N. We will take your AI ideas, prototypes or even vibe-coded apps, and we'll take them to production. Scalable and secure. Check us out at tighten.com. In this episode, Matt Stauffer talks with Apoorva Joshi, DevRel at MongoDB, about what it looks like to come to AI from the inside — seven years as a data scientist in cybersecurity before she ever touched a foundation model. They get into how she evaluates whether a problem needs machine learning at all, why she gives models her bra...

Pragmatic AI with Matt Stauffer

A Data Scientist’s Approach to AI

Matt Stauffer

00:00 -51:35