Posts

Technical blogs on projects I have worked on, learnings, etc.

Designing an Elephant Rumble Detector
 · 4 min read
Designing an Elephant Rumble Detector

A CNN-based acoustic detector for African forest elephant rumbles, built for battery-powered edge deployment, with a full comparison of quantization strategies (PTQ vs QAT) across MobileNetV2 and ResNet18.

Designing an ADAS System for a Jetson Nano
 · 5 min read
Designing an ADAS System for a Jetson Nano

A real-time Advanced Driver Assistance System built in C++ that runs four concurrent vision services (traffic lights, pedestrians, lane lines, cars) on a Jetson Nano at 25+ FPS.