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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Experience
Ethical Intelligence Lab, Harvard Business School
Undergraduate research assistant

  • 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
Centre of Intelligent Robotics, Indian Institute of Information Technology Allahabad
Research intern

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

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

Research Projects
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
Spiking Neural Networks for Speech Recognition
Biologically Inspired Neural Networks Lab

  • 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!