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

Java, Hadoop, Scala, Devops, Gcp, Data Science, Docker, Spark, Api Management, Azure, Kubernetes, Python, Etl, AWS, Generative AI, knowledge graphs, AI engineering, vector databases, Agentic AI

Kubernetes, Sql, Deep Learning, Tensorflow, Numpy, Google Cloud, Machine Learning, MLops, Sklearn, Pandas, AWS, Pytorch, Python, Azure, Ibm, Docker, Gen-AI applications, Time-series Econometric modeling, LLMOps tooling, Polars

Red Hat Linux, Puppet, Java, Ansible, PowerShell, AWS, SCCM, Ruby, Oracle Cloud, Cloudformation, Python, Terraform, Chef, Go