Neelay Shah

Hello! I am Neelay Shah, a final year undergraduate student at Birla Institute of Technology and Science, Pilani. I'm working towards a degree in Electronics and Instrumentation Engineering.

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• Working on developing human-like and human-aware autonomous driving algorithms
• Previously worked on developing deep neural networks to model human visual cognition of social interactions

• Used model compression techniques to develop compact multi-modal emotion recognition models for human-robot interaction using deep learning
• Implemented generative grasping convolutional neural networks (GGCNNs) for robotic grasping

An easy to use PyTorch library containing knowledge distillation, pruning, and quantization methods for deep learning models

• Developed a deep learning pipeline to forecast irregularities in the ionosphere which cause fluctuations in satellite navigation signals
• Benchmarked machine learning models for classifying multi-path interference in satellite signals

• Implemented biologically plausible algorithms of speech recognition using optimized neuronal network
• Worked on extending current spiking neural network (SNN) based speech classification architectures with limited functionality to perform large vocabulary automatic speech recognition

Much gratitude to Jon Barron for the template!