GSoC 2026: Scalable Online Bayesian State Space Models - Ayush Kumar Introduction

[Ayush_Kumar1]

Hi everyone,

I am Ayush Kumar, an engineering student at RAIT, and I am stepping up to tackle the “Scalable Online Bayesian State Space Models” project for GSoC 2026.

Please check my recent post for more information regarding this project idea, this is just an introduction.

Topic:[RFC/Idea] Scalable Online Bayesian State Space Models (GSoC 2026)

Introduction Hi everyone, I’m Ayush Kumar recently I introduced myself regarding the project idea of Scalable online Bayesian state space model, I’ve also recently started contributing to the PyMC ecosystem(Mainly Pytensor) and understanding the codebase, diving into the internal graph representations through some initial PRs. I am writing this to share a draft idea for the project. I recognize this is labeled as a “Hard” project, so I wanted to put my initial technical framework out here to e…

[sarthak]

Hi Ayush, I just posted my introduction as well - also interested in the State Space Models project! Excited to see others working on this. Would love to collaborate on understanding the codebase or share learning resources as we prepare. Best of luck!