About Me
Prior to joining Arizona State Univeristy, I had worked as an Android developer for more than 2.5 years at Samsung Reseach Insitute - Noida, India. I had also worked as a Machine Learning Reseach Trainee at CAIR Lab, DRDO which allowed me to gain valuable experience under India's top researchers. In pursuit of enhancing my skill-set, I am currently seeking a student assistant role.
My ResumeProjects
Efficient workers for distributed Machine learning model
Reduced communication cost in distributed workers by combining quantization and sparsification techniques on VGG-16 baseline model. The reduction relies on the fact that we can use a lesser number of bits to send the information while achieving similar accuracy levels
Privacy Preserving K-means clustering
A 2-party K-means clustering model, where no party wants to reveal any information about their dataset while training or inference. The mathematical operations used for training the model are replaced by secure operations using oblivious transfer protocol.
Platform Jumper Game using Javascript
A 2d platform Jumper game made using Javascript, CSS and HTML.
Click on the image for a demo!
Voice Based Emotion Classifier
A machine learning model in python which classifies emotion in spoken sentences, by extracting the characteristic sound features such as MFCC’s and Chromogram and feeding it to a convolutional neural network.
