"Building intelligent things at the edge ✨"
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Mood: quantized (int8) 🤖
My URL: https://jennyspeelman.me/
| General | Edge AI, TinyML, embedded ML, sensors & dev boards, synthetic data, apps built with AI, making hard things approachable |
|---|---|
| Books | AI at the Edge (O'Reilly). I may be biased. |
| Here for | Networking, speaking gigs, collaborations |
|---|---|
| Lives in | Amsterdam, NL (formerly Austin, TX) |
| Occupation | Staff Engineer, Developer Relations |
| Company | Edge Impulse / Qualcomm |
| Education | The University of Texas at Austin, B.S. Electrical & Computer Engineering |
| linkedin.com/in/jennyplunkett | |
| GitHub | github.com/yennster |
| Mastodon | mastodon.world/@jennyp |
Jenny is in your extended network
I'm a Staff Engineer in Developer Relations at Edge Impulse (now part of Qualcomm), based in Amsterdam. For over five years I've helped developers, researchers, and companies take machine learning from the cloud to the constraint: tiny sensors, microcontrollers, and the devices that actually touch the physical world.
Before Edge Impulse I spent three years at Arm working on Mbed OS and the Pelion IoT platform, and I studied Electrical & Computer Engineering at The University of Texas at Austin. I co-wrote AI at the Edge for O'Reilly, and these days I also build apps with AI.
Developers, researchers, and teams taking ML from the cloud to the constraint. Conference and webinar organizers who need someone to make edge AI make sense. Anyone with a weird sensor and a good idea.
Jenny has 11 friends.
O'Reilly Media · 2023
Solving Real World Problems with Embedded Machine Learning
Co-authored with Daniel Situnayake: the definitive guide to building machine learning systems for resource-constrained devices. It covers data collection, model training, and deployment on microcontrollers, from concept to production.
Read on O'Reilly →A playground for the things I prompt into existence.
Open-source, ad-free iPhone and iPad reader for AO3 fanfiction, with prompt-style search and an offline library.
App Store
Native macOS app for comparing and merging text, images, and folders, with built-in git.
differentialis.app
Browser-based 3D tool for generating synthetic training data with hand-tracked gestures or a virtual camera, with Edge Impulse upload.
synthetic.jennyspeelman.dev
Automates creating demo videos for web apps in Descript: capture, scripting, and drafting.
GitHub
Pulls samples from an Edge Impulse project, lets you relabel them in Label Studio, and pushes corrections back.
label.jennyspeelman.dev
Visualize and edit time-series sensor data from CSVs, with formulas, cropping, and Edge Impulse upload.
csv.jennyspeelman.dev
Interactive Plotly time-series dashboard for Edge Impulse projects, with zoom, pan, and PNG export.
dash.jennyspeelman.dev
Native app for controlling smart lights from Hue, Home Assistant, and LIFX across iPhone, iPad, Mac, menu bar, and widgets.
GitHub
Visit the real jennyspeelman.dev → · More on GitHub
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View devices (skills) by type:
| Name | Original Location | Why |
|---|---|---|
| float32_weights.bin | C:\Models | Quantized to int8. 4× smaller, barely less accurate. |
| cloud_only_inference.exe | C:\Program Files | Moved to the edge |
| printf_debugging.log | C:\Arm\Mbed | Keeps coming back |
| 56k_modem_drivers.inf | C:\Windows\System | Obsolete (sadly) |
| tamagotchi_save.dat | C:\Toys | Forgot to feed it |
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