Use of AI in Supply Chain Decisions
Use of AI in Supply Chain Decisions

Developed an artificial neural network for predicting crop yield and production for fifteen states of India.

ANNPyTorch
EEG, RNNs, and Alzheimers'
EEG, RNNs, and Alzheimers'

Applied an RNN model on EEG data of 600+ neurons across 3 cortices in healthy and Alzheimer patients to investigate the brain connectivity changes

RNNPython
Human Face Generator
Human Face Generator

Used PyTorch to create a GAN model for face generation from a single attribute (eyes, lips, etc). The custom dataset comprised of popular actors, CEOs, sportspersons, etc.

RNNPyTorch
Text Summarisation Tool
Text Summarisation Tool

Created a text summarisation tool using TensorFlow to generate headings from news clippings.

GANTensorFlow
X-ray scan analysis of seeds for identifying infected fruits
X-ray scan analysis of seeds for identifying infected fruits

Implemented a computer vision model in C++ to detect infected mangoes based on the x-ray scans of their seeds; achieved 90% accuracy in segmenting the X-ray scan.

OpenCVC++