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Embedded · Thursday · 59 min

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.

0:00-59:32
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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:

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.

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