Research Projects

Quantum Machine Learning, September 2023 - Present
Working in the maChine Learning and quANtum computing (CLAN) research lab and currently leading the development of a Quantum Non-local Neural Network architecture for computer vision with upcoming publications.

Brain fMRI Task-decoding, May 2023 - Present
Worked on graph signal processing and brain fMRI fingerprinting utilizing MATLAB, Python & ML. Implemented feature selection techniques to identify regions of the brain important in task-decoding and classification. Supervised by Prof. David Shuman.

DNA Methylation Age Predictor, August 2021 - January 2022
Uses an LSTM model to predict the age of a person from their DNA methylation frequencies.
(with Prof. Vaneet Aggarwal at Purdue University)

DNA Classifier, May 2021 - January 2022
Developed an LSTM model for determining the population group of a person from the genome sequence.
(with Prof. Vaneet Aggarwal at Purdue University)

Articles

The Arrival of DNA Data Storage, Medium, July 2021