Build and ship production-grade machine learning models for high-impact use cases. Contribute to model architecture, data pipeline design, and deployment strategies. Collaborate across engineering, data, and product teams to drive AI initiatives. Support the full ML lifecycle from data preprocessing and model training to monitoring in production. Write clean, scalable, and well-documented code.