Welcome!

Hi! I am working in machine learning and high energy physics theory. My interests are primarily in using statistical mechanics and interesting mathematical models to make LLMs “better” in the sense of sampling methods. I work in de Sitter quantum gravity too, where I am trying to work with von Neumann algebras to obtain some understanding of what a de Sitter subregion duality and holographic correspondence looks like. I am best described by my Github and Twitter bio: Machine Learner. Duner! Interested in understanding ML and why cats are so dangerously cute. Previously and still a high energy theorist. And yes, I love Dune. Did I tell you that? Maybe only a million times before, right?

This is an archival website, so kindly check my blog to actually see some of my writings and stuffs in one place. Files are hosted from this website, such as my writings or lecture notes.

My pages

Blog: vkalvakotamath.blogspot.com

Lecture notes and teaching: vkalvakotamath.blogspot.com/notes

Web resources: vkalvakotamath.blogspot.com/web

Talks: /talks