From idea to working system
Three connected directions.
Local inference, personal agents, and wireless human sensing.
01 / On-Device AI
A battery-powered multimodal inference system that coordinates model modules, heterogeneous accelerators, and shared memory to run a self-contained assistant locally.
Hardware prototypes, accelerator-aware runtimes, and efficient model execution. Related work includes PalmBench's measurements of compressed LLMs on mobile platforms.
Explore NanoMind
02 / On-Device Agents
A wearable visual-memory assistant built on NanoMind hardware, combining local vision-language inference with persistent object and face recognition.
Persistent visual memory on edge hardware. Re-Mind explores privacy-preserving personal memory; CPPO and EMBER provide related work on reasoning and memory policies.
Explore Virgile
03 / Wireless Sensing
A distributed UWB MIMO radar system that combines wireless synchronization, multiple spatial views, and learned signal separation for contactless vital-sign sensing.
MEDUSA's distributed MIMO radar and mmPupil's glasses-mounted 60 GHz radar bring sensing into indoor, hospital, and everyday environments.
Explore MEDUSAWithin wireless sensing / Under review
Pupil sensing with a glasses-mounted mmWave radar and front-facing illumination context. The system separates light-driven pupil changes from cognitive signals. The paper is under review.
