Hi! I'm Josh Millar, a CS PhD at Imperial, based at the Networks and Systems Lab. I'm also a visiting PhD at Cambridge, at the Energy and Environment Group. Before my PhD, I was a research assistant at Oxford. I'm currently interested in energy-aware ML and low-power sensing, particularly for biodiversity/ecosystem sensing.

I'm supervised by Prof. Hamed Haddadi.

Email  /  GitHub  /  Mastodon

Publications

Terracorder: Sense Long and Prosper

On-device RL scheduling for efficient biodiversity monitoring.

Low-Energy Adaptive Personalization for Resource-Constrained Devices

Efficient fine-tuning based on optimal layer selection.

Downscaling Global AOD with Machine Learning

Evaluating CNNs for local to GCM-scale downscaling of AOD retrievals.