Kumo

Super excited to announce I’ll be joining Amazon Kumo, AWS in Bellevue, WA, as an Applied Science Intern!

I’ll be working with Radhika Bhargava, Anwesan Pal and Yue Zhang, focusing on a very exciting challenge: developing continual learning algorithms for large language models. We’ll be researching strategies using parameter-efficient fine-tuning to allow for scalable lifelong adaptation using regularized low-rank adapter updates via cross-task subspace decorrelation.

I’m incredibly excited to get started on this research, which will form the basis of the ELLA project. 🎉