Knowledge of machine learning techniques, particularly in decision-making and action-prediction models Proven expertise in building scalable and maintainable AI-driven applications Ability to review and optimize AI models for better navigation and task execution Familiarity with natural language processing and computer vision techniques for analyzing web content