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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• 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

• KD-Lib: A PyTorch library for Knowledge Distillation, Pruning and Quantization
  Het Shah, Avishree Khare, Neelay Shah, Khizir Siddiqui
  [arXiv] [Code]

• KD-Lib: A Knowledge Distillation Library
  Co-developed with Khizir Siddiqui, Het Shah, and Avishree Khare
  GitHub / Documentation / Preprint

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

• Machine Learning for Satellite Navigation
  Digital Communication Lab
  • 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

PS: If you have some spare time and are interested, please visit and help amplify this website which lets people picture the impacts of climate change. Also, do take a look at these heart-wrenching climate change statistics. Thanks!

Much gratitude to Jon Barron for the template!