Design, implement, deploy, and maintain production-ready AI models and systems. Translate business requirements into code, monitor and optimise system performance, ensure stability and security, produce technical documentation, perform code reviews, mentor junior engineers, and collaborate with cross-functional teams to deliver reliable AI services.