. Major machine learning framework (PyTorch, TensorFlow, Keras). · Familiarity with LLMs, prompt engineering, and fine-tuning (e.g., LoRA, QLoRA). · Exposure to RAG systems and basic knowledge of hybrid search techniques. · Understanding of model deployment and containerization (Docker). · Proficien