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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. dansitu.substack.com edgeimpulse.com

Posts Replies Media

Daniel Situnayake @dansitu.bsky.social · 08/01/2025

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...

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Daniel Situnayake @dansitu.bsky.social · 03/12/2024

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-...

sites.google.com

GenAI@Edge - Call For Papers

A three-day symposium of invited talks, research activities, and paper presentation

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Daniel Situnayake @dansitu.bsky.social · 27/11/2024

Not so long ago I was driving around LA with MapQuest printouts. Today you can ride in a self-driving Waymo. Wild.

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Reposted by Daniel Situnayake

Mat Kelcey @matpalm.com · 24/11/2024

stuck a jax laptop sticker up in a nightclub bathroom friday night. hoping some spaced out dev has a 3am WTF moment...

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Daniel Situnayake @dansitu.bsky.social · 22/11/2024

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.

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Daniel Situnayake @dansitu.bsky.social · 18/11/2024

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/...

open.substack.com

Integration

Edge AI has come a long way, but sensory perception is not enough. What will it take to build systems that can act?

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Reposted by Daniel Situnayake

Grace Lindsay @neurograce.bsky.social · 20/11/2024

When I will respond to your email

Histogram peaked at 3 minutes and 2 weeks since sent

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Daniel Situnayake @dansitu.bsky.social · 21/11/2024

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.

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Daniel Situnayake @dansitu.bsky.social · 20/11/2024

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.

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Reposted by Daniel Situnayake

Patrick Ruster @prasta.bsky.social · 19/11/2024

Check out dans substack if you’re looking for insightful reads on the state of ml seasoned with a pinch of edge ai.

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Reposted by Daniel Situnayake

Pelayo Arbués @pelayoarbues.com · 27/10/2024

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

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Daniel Situnayake @dansitu.bsky.social · 18/11/2024

open.substack.com

Integration

Edge AI has come a long way, but sensory perception is not enough. What will it take to build systems that can act?

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