Job descriptionDesign and implement end-to-end machine learning systems (data ingestion, feature engineering, model development, deployment, monitoring).Write clean, production-grade Python code for ML pipelines, APIs, and utilities.Develop and fine-tune models using Scikit-learn, TensorFlow, PyTorch, or Hugging Face.Design solutions for GenAI, NLP, computer vision, and recommendation systems.