Bachelor’s degree in Computer Science (AI/ML focus), Statistics, Mathematics, or related field. 5-7+ years of professional experience. 2+ years of hands-on experience deploying, monitoring, or maintaining ML models in production environments. Excellent communication, presentation, and storytelling abilities. Strong organizational and project management skills. Demonstrated collaboration across cross-functional teams. Customer-first mindset with empathy, curiosity, and a deep sense of ownership. Passion for continuous learning.