My name is Arul Kolla. I'm a master's student at MIT studying Artificial Intelligence and Decision Making in the EECS department. Currently, I'm a Citadel Undergraduate Research and Innovation Scholar through MIT SuperUROP and a student researcher with the Energy-Efficient Circuits and Systems Group, led by Anantha Chandrakasan, where I work with Kyungmi Lee and Peiyan Dong.

I'm interested in how humans can generalize well from small amounts of data, and why models still need large amounts of data to not generalize as well. More formally, my current interests include:

• Efficient inference and deployment of large- and small-scale models
• Understanding how models learn and generalize information

# Research