server-sent events (SSE), Performance Monitoring, Regression Testing, Typescript, Cloud Infrastructure, Python, containerised services, latency optimisation, real-time streaming evaluation, distributed tracing, Caching, CI/CD pipelines, structured logging, LLM-based applications, asynchronous Python REST APIs, deterministic and model-based graders, infrastructure as code, token and inference cost management

PostgreSQL, Docker, Flask, Python, AWS, Redis, MLops, FastAPI, MongoDB, Rest Apis, Azure, AI Agents, Qdrant, Pinecone, Context Engineering, RAG architectures, Generative AI, LLMs, Retrieval pipelines, FAISS, CI/CD, Milvus, Weaviate, Prompt Engineering

React, Typescript, Docker, Terraform, Python, AWS, Oauth, Cloudformation, Dashboards, FastAPI, MongoDB, Rest Apis, metrics, SSE streaming patterns, IaC, CI CD, LangGraph, Pydantic, API integrations, LangChain, tracing, Async Python services, Tailwind CSS, Graph API, Vite, Amazon DocumentDB, structured logging

Natural Language Processing (NLP), Large Language Models (LLMs), Google Cloud Platform, Agile Development Methodologies, Sql, Git, Docker, Azure, Python, Kubernetes, AWS, LangChain, Generative AI, Prompt engineering, NoSQL databases, RAG-based applications, LangGraph, CI/CD pipelines, MLOps tools, LlamaIndex

Siemens Web Framework (SWF), Odata, Vue, Automated Testing, Node.js, Soap, Jasmine, Css3, React, Mockito, JUnit, Docker, Html5, Selenium, Kubernetes, Restful Services, Karma, Siemens Mars Framework

Google Cloud Platform, Sql, Python, third-party LLMs, Anthropic, Cloud Build, Azure OpenAI, message-driven development, Agent Development Framework, AI services, Document AI, GitHub Actions, microservices architecture, BigQuery ML, Vertex AI, CI CD pipelines, OpenAI, Gemini, API-driven development, Google Agent Development Kit

Robotic Process Automation (RPA), Dynamics 365, Sharepoint Online, Power Bi, CSS, Power Automate, SQL Server, Json, Power Query, HTML, Typescript, Javascript, Rest Apis, Dax, Azure DevOps, Microsoft Teams, Power Apps, Power Fx, AI Builder, CI/CD pipelines, Azure services, Microsoft Dataverse, Azure AI services

test automation, Json, Automation Frameworks, Rest Apis, Test Planning, embeddings, advanced AI testing capabilities, tool function calling, LLMs, messaging systems, CI CD integration, generative AI technologies, vector databases, end-to-end testing, data integrations, prompt engineering, AI LLM orchestration frameworks, agentic workflows, RAG, AI agents, SQL databases

Microservices, Spring Boot, Automated Testing, Angular, React, Typescript, Docker, Python, Authentication, Java, Django, Application Security, FastAPI, Rest Apis, Kubernetes, embeddings, LLM integration, vector databases, Retrieval-Augmented Generation, enterprise integration patterns, event-driven architecture, observability, NoSQL databases, prompt engineering, Generative AI solutions, agentic AI workflows, CI/CD