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Meet Oza

Federated Learning Researcher

About me


Final year Computer and Communication Engineering student at Manipal University, Jaipur. As a MITACS Globa link Research Scholar, 2021 with Data Science Lab, I am working on developing new and optimized models for Federated Learning. As an undergraduate student, I have worked towards developing practical solutions for real world problems.

Latest Publications!


A Deep Learning Model for Mass Screening of COVID-19

International Journal of Imaging Systems and Technology

Applying Deep Learning for Genome Detection of Coronavirus

Multimedia Systems, Springer Nature

Multi-Encoder-Uni-Decoder Image Steganography Based on U-Net, V-Net, and U-Net++ Encoders

Journal of Ambient Intelligence and Humanized Computing (Submitted)

Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning

Glaucoma Detection Using Convolutional Neural Networks, IGI Global Publication

Enhancing Supervised-based Learning Approaches for Garbage Classification using In-Depth Learning Techniques

The 17th International Conference on Computing and Information Technology


Latest Experiences

Undergraduate Researcher - Deep Learning

Manipal University,India
May 2020 – Aug 2020

Developed state-of-the-art Deep Learning model – ‘Covid Screen Net’ which classifies Covid-19, Viral Pneumonia, Bacterial Pneumonia from a given chest X-ray in a team of 6 containing researchers and healthcare professionals.

Undergraduate Winter Intern

Norwegian University of Science and Technology
Dec 2019 – Jan 2020

Helped in developing genetic algorithm to design obstacle avoidance and path for a ship in a team of 4 students and researchers.

Artificial Intelligence Researcher

Kasetsart University, Thailand
May 2019 – Aug 2019

Developed “Smart GarbageBin” to automatically classify waste in a team of 3researchers. Integrated Residual Network trained on trash Net dataset with IoT and contributed to the structural design of the bin.