I'm a researcher working on generative models, mainly those that can simulate world dynamics (named world models), I'm also interested in what the next generation of generative models will look like, and how to scale them up.

Previously I worked on research in diffusion models with some brilliant friends. I also built a research chat over Twitter known for its high taste, ml_chat. And prior to that I worked on software at several startups (including my own).

I like to surround myself with soulful people who inspire me to think deeper and never stop questioning. Ignoring the silly labels, check out my friends. I also like to read and indulge in the opinions of others, check out some of these posts that I like.

I am always cognizant of the fact that I missed out on many possible lives I could have had, and often contemplate what is the best way to increase the likelihood of arriving at the marginal unlikelihoodsReferring to the out-of-distribution outcomes, not just the long tail.... People coin this “luck surface area”, for me it's more about the unexpected appreciation I have for things I didn't even know I cared for. Perhaps one day I will write about this.