Machine Learning & Deep Learning, NLP (semantic search, text generation), AI solution architecture, Python-based AI/ML development, hands‑on model building and deployment.MLOps/AIOps, cloud platforms (Azure/AWS/GCP), GenAI & LLM engineering (RAG, autonomous agents), containerisation (Docker, Kubernetes), AI governance & ethics, stakeholder collaboration, mentoring & technical leadership.AI/ML solution architecture, GenAI & LLM engineering (LangChain/LangGraph, RAG, autonomous agents), Machine Learning & Deep Learning, NLP (semantic search, entity recognition, text generation), cloud‑native AI solution design and deployment.