Develop and deploy machine learning models and analytical solutions from data exploration through production. Apply feature engineering, model selection, statistical analysis, and model evaluation while ensuring data quality, governance, and ethical analytics. Translate business problems into actionable insights, resolve technical challenges, and collaborate with engineering, product, operations, and stakeholders in cross-functional teams.