Latest post

Blitz: a framework for neural compilation on MCUs

March 15, 2025

...

Read more (coming soon)

News

Apr 10, 2025: Our work on benchmarking MCU-scale neural hardware was just accepted to MobiCom!

Blog

Blitz: a framework for neural compilation on MCUs

March 15, 2025

...

Read more (coming soon)

Works

Bifröst: Spatial Networking with Bigraphs

Josh Millar, Ryan Gibb, Roy Ang, Anil Madhavapeddy, Hamed Haddadi

Unpublished

[PDF] [BIB]

Databox, Agents, & Trusted Interfaces for Data Mediation

Josh Millar, Ryan Gibb, Amir Al Sadi, Anil Madhavapeddy, Hamed Haddadi

Unpublished

[PDF] [BIB]

Spatial Programming for Environmental Monitoring

Josh Millar, Ryan Gibb, Roy Ang, Anil Madhavapeddy, Hamed Haddadi

Unpublished

[PDF] [BIB]

Benchmarking Ultra-Low-Power 𝜇NPUs

Josh Millar, Yushan Huang, Sarab Sethi, Anil Madhavapeddy, Hamed Haddadi

To appear at 31st International Conference on Mobile Computing and Networking

[PDF] [BIB]

Steps towards an Ecology for the Internet

Anil Madhavapeddy, Sam Reynolds, Alec Christie, David Coomes, Michael Dales, Patrick Ferris, Ryan Gibb, Hamed Haddadi, Sadiq Jaffer, Josh Millar, Cyrus Omar, Bill Sutherland, and Jon Crowcroft

To appear at Aarhus 2025, Computing x Crisis

[PDF] [BIB]

About Me

I'm a PhD researcher at ICL and Cambridge.

I'm also affiliated with Nokia Cambridge.

I work on ultra-efficient ML for MCUs and MCU-scale neural accelerators. I'm also exploring how tiny, local ML can complement LLMs to create reliable, privacy-focused, and efficient connected ecosystems.