1) Programming & Engineering Excellence * Python (advanced), APIs, pipelines, and AI orchestration * Java/ReactJS (optional) 2) LLM & GenAI Engineering * Hands-on experience with LLMs (preferably GPT models) * Prompting patterns and structured outputs * Model