536: I've Seen a Giraffe

David Such joins us to discuss his new book, Embedded AI: Intelligence at the Deep Edge. We explore the boundary between classical signal processing, heuristics, and edge machine learning; IMU processing and sensor fusion; and how to determine what sort of ML fits on your processor. David also shares his experiences writing for No Starch Press and why future robotic architectures need a digital cerebellum for low-level reflexes.

David Such is an electrical engineer based in Sydney. He is the director of Reefwing Software.

DISCUSSION RESOURCES & LINKS

David's Website & Book Resources:

• Embedded AI: Intelligence at the Deep Edge (No Starch Press, on Amazon)

• Embedded AI GitHub Repository

• Embedded AI Newsletter SignupReefwing Software Website

• Reefwing Software on Medium

Technologies & Frameworks Mentioned:

• Sensor Fusion, Kalman filters, Mahoney filters, and quaternions for IMU processing

• TensorFlow Lite for Microcontrollers & Edge Impulse

• Raspberry Pi Pico / RP2040 PIO and DMA engines for high-speed signal processing

• Syntiant neural processing chips (Arduino Nicla Voice)

• MicroPython for embedded scripting and test automation

Book Giveaway & Discount Code:

• No Starch Press is giving away two print copies of Embedded AI (US/Canada residents). Entry rules are in the show, due by Nov 1, 2026. There is also a coupon for the book good through Nov 5, 2026.