testing practices , Frontend Development, Cloud deployment, React, Software Architecture, Typescript, Gcp, Rest Apis, Azure, Python, AWS, LangChain, containerisation, Anthropic, agentic orchestration frameworks, LangGraph, AutoGen, LLM APIs, Production Operations, OpenAI, retrieval vector database systems

Devops, Digital Transformation, enterprise cloud architecture, commercial accountability, agentic AI, Team Development, Production Operations, complex enterprise software delivery, LLM-based applications, Portfolio Management, cloud-native development

operational readiness , Terraform, Kubernetes, Cloud Operations, CrewAI, multi-agent systems, Semantic Kernel, LangGraph, AutoGen, RAG, MCP, cloud-native architectures, AI security, observability, Security-by-Design, cloud architectures, Reliability, automated remediation, anomaly detection, CI CD, cloud resilience, AI-powered monitoring, regulated environments, AI agents, Zero Trust, autonomous workflows

Orchestration, Cloud Security, Pyspark, Apache Spark, Kafka, Sql, Databricks, Data Governance, Python, Platform Operations, Retrieval mechanisms, Performance optimisation, Knowledge Base and RAG solutions, Batch and streaming pipelines, Access Management, Troubleshooting, Embeddings, Vectorisation, GenAI applications, Delta Lake, CI/CD, Microsoft Fabric, Monitoring

Microsoft Azure, Kubernetes, Python, Agent-based systems, Cloud architectures, Infrastructure as Code, Process modeling and simulation, Prompt engineering, ML and LLM-based approaches, Operations Research