Akshay Karjol

Quantization crushes large object detection models for edge deployment, but knowledge distillation can resurrect them, even surpassing their original floating-point precision in a much smaller package.

Real-time, GPU-accelerated Monte Carlo simulation makes probabilistic safety guarantees for Automatic Emergency Braking systems deployable, not just a validation afterthought.