Collaborate and iterate cross-functionally: Work in an agile team with product managers, designers, and data scientists to turn requirements into well-designed APIs, and refine features iteratively as models and interfaces evolve.
Collaborate with data scientists to improve feature selection, feature engineering, and enable end-to-end AI workflows from model training to deployment and monitoring.
Act as named model owner across the Group's three-tier AI / model governance framework — accountable for validation, change control and explainability at each governance checkpoint.
Design and execute persona and role-playing evaluation frameworks, covering metrics such as identity recognition, role consistency, multi-turn stability, and style consistency.