3 rounds of 30 mins interviews: * 1st round - Questions on basic concepts of Deep Learning, GANs and NLP. * 2nd round - Coding round with two small tasks to be completed; one with Pandas and another with SQL. * 3rd round - Questions regarding system design and deployment (what did you do for a major project you worked on & reasons why you something for that project) with VP.

Round 1: Data Analysis - Focus on SQL and Pandas skills. Round 2: Core Concepts - Scenario-based questions and guestimates in data science. Round 3: Fit Assessment - Discussion with leads to evaluate technical and cultural fit.