I work at the crossroads of cutting-edge applications of AI and the foundations of machine learning at the Halıcıoğlu Data Science Institute at UC San Diego. I'm advised by Mikhail Belkin.
Machine Learning
We've been working on large-scale kernel based machine learning methods that are competitive with deep neural networks. My work on developing an accessible framework for observing the training dynamics of these models and analyzing them was accepted at ICLR 2023 with an invited presentation.
Machine Learning
I've been working with Intel's DCA team on developing ML models to predict PC user behavior, with the goal of improving overall user experience.
Cybersecurity
More than 410,000 SSNs and tens of thousands of employee and student records exposed. The University of California system suffered a massive data breach in 2021.
Sentiment Analysis
An exploration of the online political divide during the 2020 US Presidential Election.
AI for Good
Applications of Machine Learning and Artificial Intelligence to COVID-19.
Machine Learning
Analyzing Snapchat political ad data and building a machine learning model to predict it.