Roorkee, Uttarakhand, India
Hi, I'm Raunak, a third-year ECE undergrad at IIT Roorkee. I am deeply passionate and curious about AI4Bio. I am interested in designing foundational models that truly understand the underlying phyiscs of biological systems. I strongly believe biological systems should be the next frontier to uncover the fundamental theories of both physics and chemistry. The next gen models should be aware of core scientific theories and be physics-informed by inducing inductive biases from heuristics learnt over millions of years.
Cryo-EM STA : a new novel method for alignment of subtomograms without initial template
Worked on EEG workload classification using Topological Data Analysis.
Worked on protein language modelling and designing using diffusion based models