At Yantramanav Engineering, I contribute to night-lamp product development across hardware and firmware. I also research and prototype product concepts, including watch-related projects and Bluetooth Low Energy power systems.
My projects span embedded systems and software. I designed a multi-sensor vehicle accident detection system that combined CNN-based audio classification with a web monitoring dashboard, reporting 91.2% detection accuracy and a 7-second response time during evaluation.

