Usha M

The Backbone of Smart Systems In the rapidly evolving IoT landscape, firmware serves as the silent orchestrator of sensor networks, translating raw environmental data into actionable intelligence. Modern firmware development now leverages machine

Engineering Unbreakable Systems in Critical Applications As embedded systems evolve from simple controllers to autonomous decision-makers in medical devices, vehicles, and industrial infrastructure, fault tolerance has transitioned from a luxury to survival imperative.

The Edge Revolution in Visual Data Edge computing is fundamentally transforming video analytics by moving processing power from distant cloud servers to the source of data generation—cameras, drones, and IoT devices. This