Engineering notes from Aermes: on-device ML, React Native internals, and the occasional production war story.
Finding trips in a camera roll with on-device CLIP
How Aermes segments trips from a photo library entirely on-device: an int8 CLIP ViT-B/32 over ONNX, zero-shot junk detection with no text encoder, and the 994 MB we almost left resident.