Design, build, train, and deploy end-to-end ML and AI solutions. Perform EDA, data wrangling, feature engineering, model evaluation, and production support. Integrate NLP/generative AI, collaborate with stakeholders, and operate in fast-changing consulting environments without mature infrastructure.