Python, Bias testing, Evaluation methodology, Calibration, Privacy leakage checks, Audit artifacts, Embeddings, Experimental Design, LLM Agentic AI systems, Extraction, Classification, Measurement error analysis, Retrieval methods, NLP skills, Reliability concepts, Statistical thinking, RAG prompt optimization, Responsible AI, Data Science fundamentals, Fine-tuning, Evaluation frameworks

Ml, Pandas, Spark, Tableau, Python, Sql, GenAI, Ai

containerization , Gcp, Java, Devops, Hadoop, Etl, Data Science, Scala, Memory Management, Api Management, AWS, Kubernetes, Python, Azure, Docker, Spark, LLMs, context engineering, cloud platforms, knowledge graphs, vector databases, RAG agent framework, Agentic AI, AI engineering, Generative AI