Design, deploy, and maintain scalable machine learning solutions in production. Build end-to-end ML pipelines, predictive models, forecasting systems, and feature engineering workflows. Analyze large datasets, generate business insights, collaborate with engineering teams, monitor model performance, and deliver production-ready solutions using Python, Snowflake, MLOps, Scikit-learn, Pandas, NumPy, and SQL.