Simran Sareen

I'm a master's student in Electrical and Computer Engineering at Rutgers School of Engineering, where I’m specializing in machine learning. I also completed my bachelor's in the same field from Rutgers University-New Brunswick.

Currently, I'm interning at Colgate-Palmolive, where I work with real-world data and engineering pipelines. In the past, I’ve also interned at Cadence Design Systems.

As a graduate research assistant, I’m currently engaged in research focused on the theory and behavior of neural networks. My work explores how these models learn, represent information, and generalize across tasks. While my primary emphasis is on foundational aspects of neural networks, I also maintain a broad interest in the evolving landscape of large language models and their underlying structures.