Daniel Situnayake
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dansitu.bsky.social
Daniel Situnayake
@dansitu.bsky.social
AI and machine learning on embedded systems!
Director of ML at Edge Impulse, ex-Google AI.
Author of "AI at the Edge" and "TinyML" from O'Reilly.
http://dansitu.substack.com/
https://edgeimpulse.com/
I think 2025 will be the year of foundation models at the edge. Get ready by joining us next week for a panel discussion! It's at 18:00 CET, 09:00 PST on Wednesday 15th 🙌🏼

www.wevolver.com/article/disc...
January 8, 2025 at 11:11 AM
I'm looking forward to being a keynote speaker at the Generative AI for Edge Computing Symposium, at the AAAI 2025 Spring Symposium from March 31 to April 2nd!

The Call for Papers is open and you can find the details here, please consider submitting: sites.google.com/view/gen-ai-...
GenAI@Edge - Call For Papers
A three-day symposium of invited talks, research activities, and paper presentation
sites.google.com
December 3, 2024 at 9:39 PM
Not so long ago I was driving around LA with MapQuest printouts. Today you can ride in a self-driving Waymo. Wild.
November 27, 2024 at 9:52 PM
Reposted by Daniel Situnayake
stuck a jax laptop sticker up in a nightclub bathroom friday night. hoping some spaced out dev has a 3am WTF moment...
November 24, 2024 at 9:27 PM
It's super difficult to find datasets representative of industrial edge ML problems. This holds back the entire field: if we're benchmarking on eclectic web-scraped nonsense, we optimize for that—not for real world tasks.
November 22, 2024 at 3:03 PM
Reposted by Daniel Situnayake
Edge AI is maturing, and we’re getting pretty good at sensory perception. What comes next? In this post I explore what we’ll need to bring real intelligence to the field.

I’d love to hear what you think 👇🏽

open.substack.com/pub/dansitu/...
Integration
Edge AI has come a long way, but sensory perception is not enough. What will it take to build systems that can act?
open.substack.com
November 18, 2024 at 8:58 PM
Reposted by Daniel Situnayake
When I will respond to your email
November 20, 2024 at 6:38 PM
I've learned that a major challenge in making ML tools usable by all developers is ensuring everything is actionable. There's no point surfacing raw metrics if the user doesn't know how to interpret or improve them.
November 21, 2024 at 5:17 PM
It's pretty amazing how much this feels like the old Twitter—or at least my memories of it. But now it's closer to actually being a piece of open web infrastructure.
November 20, 2024 at 1:29 AM
Reposted by Daniel Situnayake
Check out dans substack if you’re looking for insightful reads on the state of ml seasoned with a pinch of edge ai.
Edge AI is maturing, and we’re getting pretty good at sensory perception. What comes next? In this post I explore what we’ll need to bring real intelligence to the field.

I’d love to hear what you think 👇🏽

open.substack.com/pub/dansitu/...
Integration
Edge AI has come a long way, but sensory perception is not enough. What will it take to build systems that can act?
open.substack.com
November 19, 2024 at 10:20 AM
Reposted by Daniel Situnayake
Another starter pack with Machine Learning and Artificial Intelligence Researchers. go.bsky.app/gPKeHz We can learn a lot from people like: @abeba.bsky.social @eckles.bsky.social @maosbot.bsky.social @andrew.heiss.phd @jessicahullman.bsky.social @melaniemitchell.bsky.social @wattenberg.bsky.social
October 27, 2024 at 2:53 PM
Edge AI is maturing, and we’re getting pretty good at sensory perception. What comes next? In this post I explore what we’ll need to bring real intelligence to the field.

I’d love to hear what you think 👇🏽

open.substack.com/pub/dansitu/...
Integration
Edge AI has come a long way, but sensory perception is not enough. What will it take to build systems that can act?
open.substack.com
November 18, 2024 at 8:58 PM