Hi, I'm Jay Chaudhari!

I am a Junior Research Fellow at Ahmedabad University.

My current research focuses on deploying Computer Vision models on resource-constrained devices.

Please feel free to get in touch!

Projects

Person Retrieval in Video Surveillance (August 2022 - Present)

Funded by Gujarat Council on Science and Technology, Goverment of Gujarat, India.

Led the project focused on creating an end-to-end system for person retrieval in video surveillance.

Developed a novel person attribute recognition model, and successfully deployed it on Nvidia Jetson Orion hardware.
Sleep Stage Classification Using Machine Learning Algorithms

Designed and developed a machine learning model for sleep stage classification, using various algorithms and Wavelet decomposition of EEG Signal for feature extraction.

Achieved an outstanding accuracy rate of 91%.