I applied for a position at through LinkedIn, where I was promptly contacted by a recruiter for an initial screening call. The recruiter ensured a smooth and efficient process from the beginning, providing timely responses and guidance. Following the initial screening, I progressed through a structured interview process consisting of four rounds: Technical Interview - Live Coding (Round 1): The first round of interviews involved a live coding session focused on solving a machine learning problem. Technical Interview with Hiring Manager (Round 2): This interview covered a range of topics, including machine learning, language and framework proficiency, as well as behavioral questions. It provided insight into the role's technical requirements and allowed for a deeper discussion of my expertise and experience. Technical Interview (Round 3): Similar to the second round, the third technical interview delved further into technical aspects related to the role. Behavioral Interview (Round 4): The final round of interviews primarily focused on behavioral questions. This stage allowed the interviewers to gauge my compatibility with the team. Throughout the entire interview process, the team demonstrated professionalism and efficiency. Their prompt responses and organized approach made the experience seamless and enjoyable.