The interview process took about 4 weeks from initial outreach to final decision. I was contacted by Stephanie on LinkedIn, and the process consisted of three stages: an initial screening call, a hiring manager interview, and a case study presentation with a panel. Stephanie was fantastic throughout the process, keeping me updated at every stage and making the experience feel very smooth and transparent. Everyone I spoke with was friendly and engaging, and the questions were thoughtful and well-prepared. The interviews felt like genuine conversations rather than interrogations, and they gave me a great insight into the company culture. The final stage was a case study presentation, which had a strong focus on AI and how it could be applied in real-world scenarios. Overall, it was a very positive candidate experience and one of the better interview processes I've been through.