Our research group expanded across privacy, data observatories, ResilientSensing.AI, and IoT learning technologies in 2021. We launched a 100+ device smart-home lab, kicked off the Forest Observatory programme, completed a PETRAS-funded BRE secondment, and co-developed an Edge Analytics module module with IIT Ropar and IIIT Kottayam.