Online assessment consisted of python, MCQs on LLMs, ML, numpy, pandas, One SQL question, one question of coding neural network and training on a dataset, 2nd round was Karat based technical interview, consisted of ML and DL case study based questions, one SQL question. 3rd round on campus, focused on behavioral, resume, ML System Design Final round with Senior Director, mostly around resume and previous experiences.