MLops, compliance alignment, agent workflow orchestration, evaluation dataset design, defining guardrails standards, LLMOps, AI GenAI architecture patterns, corpus preparation, prompt lifecycle management, CI CD, Security-by-design, network boundaries, monitoring approach, Data strategy architecture, embedding design, retrieval strategy, Governance guardrails, model registry, deployment strategy, Access Control, solution reference architectures

Cloud, FastAPI, Python, Microservices, LangChain, LLM RAG, LangGraph, Vector Databases, Anthropic Claude Claude APIs, Claude Certified Architect – Foundations CCAR-F

Pyspark, Tensorflow, Pytorch, Celery, Microsoft Azure, Python, Apache Spark, AI ML, Sql, MLops, Databricks, FastAPI, Rest Apis, Azure Machine Learning, Hugging Face Transformers, chunking strategies, vector databases, Azure AI Foundry, data embedding techniques, Azure AI Search, Keycloak, Generative AI, LLMOps, Azure OpenAI Service

Advanced Analytics, Api Integration, Microservices, REST, Azure, Python, AWS, LLMs, identity lifecycle governance, SCIM integrations, IAM fundamentals, AI architecture, secure solution design, RAG, multi-cloud AI architectures, intelligent automation, Provisioning

Rest Apis, Solution Architecture, AI ML, Azure DevOps, LangChain, GenAI, GitHub Actions, Agentic AI

process mining , Ibm Watson, MLops, Azure AI Copilot, Business Process Mapping, AI governance, Claude, RAG observability, Gemini, Cloud API-first, GenAI architecture, GenAI platforms, IT enterprise architecture concepts, cloud AI platforms, Amazon Bedrock, AI architecture, agent orchestration, AutoGen, LangChain, LLM architecture, CrewAI, Google Vertex AI, prompt engineering

scalable systems , Machine Learning, Tensorflow, MLops, Pytorch, Terraform, Kubernetes, Python, Logging, LangChain, GenAI, Generative AI, Model Routing, LLMs, RAG systems, LLMOps, Hugging Face, ML libraries, transformer architectures, LlamaIndex, Observability, Agent Context Management

Cosmos DB, Azure Machine Learning, Azure Functions, Terraform, Azure DevOps, Ragas, GitHub Actions, NVIDIA NeMo, Azure API Management, Microsoft Fabric, Azure AI Foundry, Semantic Kernel, Azure OpenAI, Braintrust, LangSmith, AutoGen, Azure AI Search, AI Content Safety, LangGraph