Projects
Research and engineering work, mostly at the intersection of machine learning and things that matter.
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Multilabel Classification for Lung Disease Detection
A project I completed as part of a summer research experience at Stanford University's Artificial Intelligence for Medical Imaging Center in 2024.
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Colonoscopy Research
An 8 month academic research project that efficiently aids the diagnosis of colorectal cancer.
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Assisting Emotional Regulation of Patients with Neurological Disorders
This project was my second scientific research project, in which I used various data processing techniques and artificial intelligence methods to help people impacted by neurological disorders manage their emotions; a major symptom associated with any disorder.
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Frugal Neurodiagnostic Device
After working with EEG data for a year, I realized it was something I really liked and was passionate about, so I continued to pursue it in this research project.
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Vision Transformer Implementation
My TensorFlow recreation of groundbreaking research that has revolutionized the computer vision landscape
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Optimizing Microneedle Geometry with Physics-Informed Machine Learning
Under the mentorship of Postdoctoral Researcher Dr. Pankaj Rohilla, I carried out a project involving Physics-Informed Neural Networks