Online Assessment (OA) The first round was an online test consisting of four sections: Spoken English – assessed communication and fluency. Writing Skills – tested grammar, clarity, and professional writing ability. CSE Theory – included questions on core computer science concepts. AI-Related Questions – focused on artificial intelligence fundamentals and applications. Group Discussion (GD) Shortlisted candidates participated in a GD round to evaluate teamwork, communication, problem-solving, and analytical thinking. Technical Interview One-on-one technical discussion covering academic knowledge, projects, problem-solving, and domain-related concepts. HR Interview Final interaction to assess personality, cultural fit, career aspirations, and overall suitability for the role.